If you are a current Jazz employee please apply via the Internal Career site. Jazz Pharmaceuticals is a global biopharma company whose purpose is to innovate to transform the lives of patients and their families. We are dedicated to developing life-changing medicines for people with serious diseases — often with limited or no therapeutic options. We have a diverse portfolio of marketed medicines, including leading therapies for sleep disorders and epilepsy, and a growing portfolio of cancer treatments. Our patient-focused and science-driven approach powers pioneering research and development advancements across our robust pipeline of innovative therapeutics in oncology and neuroscience. Jazz is headquartered in Dublin, Ireland with research and development laboratories, manufacturing facilities and employees in multiple countries committed to serving patients worldwide. Please visit www.jazzpharmaceuticals.com for more information. Brief Description This individual will be responsible for leading scientific team members assigned to oncology assets ranging from discovery through regulatory approval. This individual will both manage the oncology pharmacology team and serve a lead on one or more programs themselves. Primary responsibilities of the oncology pharmacology team include establishing efficacy in relevant disease models, demonstrating differentiation relative to relevant comparators, determining PK/PD/efficacy relationships, characterizing mechanisms of action, identifying predictive disease models, indications, and biomarkers, driving preclinical discovery, supporting research and development of Jazz products and drug candidates overall, and designing and executing studies that address clinically relevant priorities. Operational tasks include designing and executing experiments that are outsourced or performed by in-house bench researchers or academic collaborators, reviewing and contributing to clinical protocols, reviewing and authoring technical reports, coauthoring sections of regulatory documents ranging from IND to NDA/BLA submissions, and communicating relevant research at internal and external forums. The oncology pharmacology team cross-functional, including participation in matrix teams assigned to specific products that include but are not limited to Clinical Development, Bioanalytical, Toxicology, Clinical Pharmacology, Biomarkers Regulatory Affairs, and Project Management. Collaborate with and represent ORP on internal teams—to design, develop, implement, and oversee execution of strategies and experiments supporting nonclinical studies in hematologic malignancies and solid tumors. Essential Functions Design and execute experiments to elucidate efficacy, tolerability, mechanism of action, and biomarkers associated with complex combinations of multiple therapeutic modalities (small molecules, biologics, ADCs, bi-specifics, cell therapies, and other emerging platforms). Critically evaluate biochemical and cellular assays. Communicate effectively across JAZZ functional teams, highly matrixed, cross functional environments. Demonstrate strong interpersonal, negotiation, and influence skills. Independently develop experimental strategies, analyze data, and present results to non‑clinical and governance-level teams. Collaborate with CROs to outsource studies, develop protocols, manage timelines and budgets, and partner with academic labs for Jazz sponsored research. Serve as a project team leader and/or as lead pharmacology representative across various oncology programs, Mentor junior scientists and providing scientific leadership and professional growth opportunities. Required Knowledge, Skills, and Abilities Industry experience evaluating therapeutic potential of drug candidates from hit to lead optimization through IND enabling studies, with deep expertise in oncology drug development. Broad background in preclinical oncology with strong familiarity with emerging therapeutic modalities, competitive landscapes, and strategic assessment of diverse drug mechanisms. Extensive experience in Immuno Oncology (I/O), including I/O relevant in vivo and in vitro models, immune cell biology, and integration of immunological endpoints into pharmacology programs. Demonstrated experience working across multiple drug modalities, including small molecules, biologics, ADCs, bi-specifics, T cell engagers, cell and gene therapies, and RNA based therapeutics. Strong foundational understanding of the interdependencies between Nonclinical Pharmacology, Toxicology, DMPK, and Clinical Pharmacology, including how these functions integrate to enable successful dose selection, therapeutic index characterization, risk assessment, and translational strategy. Deep understanding of cancer signaling pathways and their therapeutic exploitation. Proven experience leading multiple complex pharmacology programs at diverse CROs, including GLP and non-GLP environments. Expertise designing and executing studies evaluating efficacy, tolerability, mechanism of action, and biomarker strategies for small molecule and biologic agents. Ability to integrate preclinical and clinical datasets, innovate, and apply novel methodologies to advance therapeutic programs. Proficiency with analytical tools (e.g., GraphPad Prism) and biomarker data analysis. Direct people management experience, including mentorship, performance development, and leadership of scientific teams. Strong leadership qualities, self motivation, and demonstrated success networking across internal teams, academia, industry, and regulatory agencies. Excellent ability to assess program needs, oversee CRO activities, develop/review protocols, monitor execution, interpret results, and prepare high quality reports for regulatory submissions. Experience authoring nonclinical components of IND, NDA/BLA/MAA submissions, briefing packages, DSURs, IBs, and fast track designation documents, with proven ability to ensure alignment and scientific rigor. Strong project management skills with the ability to manage multiple complex programs simultaneously. Demonstrated success leading in fast paced, highly matrixed environments, aligning diverse stakeholders and driving decision making. Strong analytical and creative problem-solving skills. Embody and model Jazz core values. Required/Preferred Education and Licenses Ph.D. in biology, biochemistry, immunology, pharmacology, or a related discipline, with experience leading early oncology programs and developing nonclinical models for characterizing therapeutic efficacy and pharmacodynamics, including substantial oncology and immuno-oncology experience. #LI-SM1 #LI-remote Jazz Pharmaceuticals is an equal opportunity/affirmative action employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any characteristic protected by law. FOR US BASED CANDIDATES ONLY Jazz Pharmaceuticals, Inc. is committed to fair and equitable compensation practices and we strive to provide employees with total compensation packages that are market competitive. For this role, the full and complete base pay range is: $232,000.00 - $348,000.00 Individual compensation paid within this range will depend on many factors, including qualifications, skills, relevant experience, job knowledge, and other pertinent factors. The goal is to ensure fair and competitive compensation aligned with the candidate's expertise and contributions, within the established pay framework and our Total Compensation philosophy. Internal equity considerations will also influence individual base pay decisions. This range will be reviewed on a regular basis. At Jazz, your base pay is only one part of your total compensation package. The successful candidate may also be eligible for a discretionary annual cash bonus or incentive compensation (depending on the role), in accordance with the terms of the Company's Global Cash Bonus Plan or Incentive Compensation Plan, as well as discretionary equity grants in accordance with Jazz's Long Term Equity Incentive Plan. The successful candidate will also be eligible to participate in various benefits offerings, including, but not limited to, medical, dental and vision insurance, 401k retirement savings plan, and flexible paid vacation. For more information on our Benefits offerings please click here: https://careers.jazzpharma.com/benefits.html . Read Less

If you are a current Jazz employee please apply via the Internal Career site. Jazz Pharmaceuticals is a global biopharma company whose purpose is to innovate to transform the lives of patients and their families. We are dedicated to developing life-changing medicines for people with serious diseases — often with limited or no therapeutic options. We have a diverse portfolio of marketed medicines, including leading therapies for sleep disorders and epilepsy, and a growing portfolio of cancer treatments. Our patient-focused and science-driven approach powers pioneering research and development advancements across our robust pipeline of innovative therapeutics in oncology and neuroscience. Jazz is headquartered in Dublin, Ireland with research and development laboratories, manufacturing facilities and employees in multiple countries committed to serving patients worldwide. Please visit www.jazzpharmaceuticals.com for more information. 1 Essential Functions/Responsibilities The Associate Medical Director / Global Safety Physician is responsible for implementing the global safety strategy and monitoring the overall safety profile for Jazz Pharmaceuticals products (investigational and marketed) throughout its lifecycle. This includes generating all major pre- and post-marketing safety deliverables including signal, benefit-risk evaluation and risk management activities. This individual must effectively interface cross-functionally at all levels in the organization as well as with external Regulatory Authorities. This individual, under supervision from the Senior Medical Director in Medical Safety, will work together with PV staff in managing the safety assessment of products, including review of aggregate safety analyses and scientific literature, preparing safety reports and communicating changes in the product risk profile to internal and external stakeholders. The ability to work in a dynamic, changing environment to meet corporate and patient needs is essential. • Provide Medical Safety/PV inputs to the assigned products at Jazz Pharmaceuticals, which may include Clinical Development program of all phases, Investigator Sponsored, Compassionate Use, and Disease Monitoring Programs; liaise with Clinical Sciences, Clinical Operations, Medical Affairs, Biometrics, Regulatory Affairs, Contract Research Organizations (CROs), Data Monitoring Committees (DMCs) and other entities to contribute to overall study execution while ensuring safety strategy and operational excellence • Provide Medical safety/PV inputs to Jazz Pharmaceuticals Commercial organization to support global launch activities for assigned products • Participate in the preparation and review of safety-related section(s) for clinical, regulatory, and scientific documents including protocols, informed consent/assent forms, case report forms (CRFs), statistical plans, clinical study reports/synopses, integrated summaries of safety, New Drug or Biologic License Applications (NDA/BLA), Marketing Authorization Applications (MAA), Common Technical Document (CTD) submissions, Regulatory Agency responses, IRB/EC requests, briefing books, manuscripts, journal articles and other documents as needed, ensuring safety profile reflected for assigned products • Collaborate in the creation and maintenance of Company Core Safety Information (CCSI) and with the Jazz Labeling Committee ensure implementation of CCSI in all Reference Safety Information (RSI) including Investigator Brochures (IBs), Company Core Data Sheet (CCDS), national labels and other associated product labeling • Perform review of medical/scientific literature to identify literature relevant for signal detection activities and aggregate reporting for assigned products, as needed • Conduct signal detection activities to ensure signal identification, evaluation, validation, for assigned products including individual and aggregate data analyses; interpretation of safety signals and trends; documentation and communication of safety assessments (written and verbal) of safety risks in collaboration with key internal/external stakeholders • Chair the Safety Management Team (SMT) of products under authority and participate in other executive forums for assigned products • Serve as the signatory and overseer of the preparation and review of pre- and postmarketing aggregate safety reports including Periodic Safety Update Reports (PSURs)/Periodic Benefit Risk Evaluation Reports (PBRERs), Periodic Adverse Drug Experience Reports (PADERs), Development Safety Update Reports (DSURs), IND Annual Reports, and 6-month Suspected Unexpected Serious Adverse Reactions (SUSARs) Line Listing Reports and ensure consistent communication of safety profile/topics across various regulatory safety documents for assigned products • Contribute to preparation of Risk Management Plans (RMPs) for assigned products ensuring identification of risks, appropriate risk minimization and effectiveness measures in accord with regulatory requirements • Provide guidance with adverse event (MedDRA) and drug (WHODrug) coding for clinical and post-marketing safety data • Demonstrate knowledge and ensure compliance with current and applicable global PV regulations and guidelines (e.g., CIOMS, EMA, FDA, ICH, etc.), SOPs and quality standards; active involvement in inspection readiness activities, internal audits and external inspections • Represent PV in cross-functional forums and committees involving products under responsibility to achieve the Company’s goals • Contribute to key performance indicators to ensure PV excellence • Maintain knowledge of Jazz Pharmaceuticals indications for investigational and/or marketed products assigned • Keeps abreast of new PV/safety regulations and guidance from the regulatory authorities 2 Required Knowledge, Skills, and Abilities • Understanding of global PV regulatory environment with working knowledge of international regulations, initiatives, standards and Good Pharmacovigilance practices (GVP) including but not limited to Americas and European Union, territories including an understanding of case processing procedures and other pharmacovigilance processes • Working knowledge of safety databases (ARISg, ARGUS, or other safety database applications) and electronic data capture systems • MedDRA trained and working knowledge of MedDRA and WHO Drug coding dictionaries • Working experience with PV audit process with active participation in Regulatory Authority Inspections is preferred • Ability to manage multiple tasks with deadlines in fast-paced working environment • Knowledge of drug development process • Requires a high level of initiative and independence • Must have excellent written and oral communication skills, resourcefulness and personal organization skills together with demonstrated cross-functional teamwork • Computer literacy with proficiency in external Regulatory Databases, Microsoft Excel, PowerPoint and Word • Some national/international travel may be required 3 Required/Preferred Education and Licenses • MD required (or equivalent); medical licensure in at least one state preferred; clinical research and/or fellowship training in internal medicine or neuroscience, hematology/oncology or other relevant specialty is a plus • Minimum 3 years of Drug Safety/Pharmacovigilance (PV) experience or 3 or more years clinical development experience. Other relevant experience may be considered #LI-Remote Jazz Pharmaceuticals is an equal opportunity/affirmative action employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any characteristic protected by law. FOR US BASED CANDIDATES ONLY Jazz Pharmaceuticals, Inc. is committed to fair and equitable compensation practices and we strive to provide employees with total compensation packages that are market competitive. For this role, the full and complete base pay range is: $212,000.00 - $318,000.00 Individual compensation paid within this range will depend on many factors, including qualifications, skills, relevant experience, job knowledge, and other pertinent factors. The goal is to ensure fair and competitive compensation aligned with the candidate's expertise and contributions, within the established pay framework and our Total Compensation philosophy. Internal equity considerations will also influence individual base pay decisions. This range will be reviewed on a regular basis. At Jazz, your base pay is only one part of your total compensation package. The successful candidate may also be eligible for a discretionary annual cash bonus or incentive compensation (depending on the role), in accordance with the terms of the Company's Global Cash Bonus Plan or Incentive Compensation Plan, as well as discretionary equity grants in accordance with Jazz's Long Term Equity Incentive Plan. The successful candidate will also be eligible to participate in various benefits offerings, including, but not limited to, medical, dental and vision insurance, 401k retirement savings plan, and flexible paid vacation. For more information on our Benefits offerings please click here: https://careers.jazzpharma.com/benefits.html . Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Professor / Principal Investigator) $80 - $160/hour pay Required Skills Physics Mastery Expert Judgment in Ambiguous Cases Meta-Level Reasoning Research Leadership Defensible Written Articulation About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Professor / Principal Investigator) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts—established Professors or Principal Investigators—to provide high-level domain guidance as part of an impactful project for a customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Adjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfield. Compare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimes. Identify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximations. Exercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the field. Draft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigor. Leverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as needed. Clearly communicate when a question is unresolved within the field and delineate the pertinent considerations. Preferred Qualifications PhD in physics with demonstrated expertise and scholarly impact in your specified subfield. Current or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadership. Ongoing research activity in one or more of these areas: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 3–5 recent representative publications in your target subfield, with arXiv or DOI references. Prior experience supervising PhD students or postdocs, or equivalent leadership in industry research settings. Proficiency with LaTeX, SymPy, Python, and Jupyter (please indicate any gaps in experience with these tools). Exceptional written communication skills, with the ability to articulate nuanced and well-reasoned judgments. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (Postdoc / Junior professor) $80 - $150/hour pay Required Skills Physics Mastery Written Technical Communication Critical Evaluation Error Detection Calibrated Technical Judgment Verification Cross-Checking Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (Postdoc / Junior professor) Role Type: Contractor Location: Remote (US, Canada, UK focused) micro1 is engaging Physics Experts (Postdoc / Junior professor) to participate in a high-impact project supporting a customer in the science and technology sector. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Critically evaluate and review physics solutions, mathematical derivations, and theoretical arguments generated by researchers or AI platforms. Detect errors, unjustified steps, missing assumptions, dimensional inconsistencies, and weaknesses in logic or methodology. Delineate between substantive scientific issues and stylistic or cosmetic matters, providing technically precise written feedback. Articulate and document the reasoning behind any identified flaws, ensuring actionable guidance for improvement. Recognize when correct reasoning can be optimized, and offer suggestions to sharpen or clarify the argument. Utilize LaTeX, SymPy, Python, and Jupyter to independently verify or counter-check scientific claims as appropriate. Deliver structured feedback designed to support iterative enhancement of submitted work and project outcomes. Preferred Qualifications PhD in physics and an active record of independent research within a specialized subfield (e.g., High Energy/Mathematical Physics, Biophysics/Statistical Physics, Condensed Matter, AMO/Quantum Optics, Gravitation/Cosmology, Quantum Information, or Optical Materials). Experience as a postdoctoral researcher, research fellow, junior/assistant professor, or senior research scientist. Recent (last ~5 years) representative publications in the relevant subfield, with arXiv or DOI links. Advanced proficiency with LaTeX, SymPy, Python, and Jupyter for theoretical modeling and computational validation. Demonstrated skill in reviewing the work of others—through peer review, supervision, dissertation committees, or group seminars. Exceptional written communication skills with the ability to convey nuanced, constructive feedback with technical rigor. Reliable access to high-speed internet and a computer suitable for rigorous technical work. Read Less

Physics Expert (PhD / Postdoc) $80 - $140/hour pay Required Skills Physics Mastery Written Technical Communication Technical Problem-Solving Depth Mathematical Computational Fluency About micro1 micro1 is the leading AI data lab for training frontier models and evaluating AI agents. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. micro1 transforms that real-world expertise into high-quality training data, evaluations, and feedback loops that improve how AI systems learn, reason, and perform. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality expert contributions at scale. We aim to enable 1 billion people to do meaningful work by applying their expertise to AI. As our global expert network grows, micro1 is building the human intelligence layer for frontier AI. Role Title: Physics Expert (PhD / Postdoc) Role Type: Contractor. Location: Remote micro1 is engaging Physics Experts (PhD / Postdoc) to contribute deep scientific knowledge and problem-solving skills to a high-impact customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice. Preferred Qualifications PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield. Research expertise in one or more of: High Energy Physics, Mathematical Physics, Biophysics, Statistical Physics, Condensed Matter (including moiré systems, magnetism, PXP/Rydberg), AMO/Quantum Optics, Gravitation, Cosmology, Astrophysics, Quantum Information, or Optical Properties of Materials. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicate areas for further support if needed. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week). Read Less