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Physics Expert (Professor / Principal Investigator) Required SkillsPhysics Mastery Meta-Level ReasoningResearch Leadership About micro1micro1 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: Remotemicro1 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, youll 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 WorkAdjudicate and render expert judgment on contested or competing physics arguments, solutions, or interpretations within your subfieldCompare alternative approaches to the same problem, detailing which is superior, under what assumptions, and in which regimesIdentify and articulate meta-level criteria for evaluating the robustness and validity of competing physics work, such as key assumptions and breaking points of approximationsExercise calibrated confidence by providing authoritative assessments while transparently acknowledging genuine uncertainty or open questions in the fieldDraft defensible written evaluations suitable for review by fellow senior physicists, ensuring clarity and rigorLeverage technical tools such as LaTeX, SymPy, Python, and Jupyter to verify or contrast technical claims as neededClearly communicate when a question is unresolved within the field and delineate the pertinent considerationsPreferred QualificationsPhD in physics with demonstrated expertise and scholarly impact in your specified subfieldCurrent or former Associate Professor, Full Professor, Chair Professor, or Principal Investigator/Group Leader with a track record of independent research leadershipOngoing 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 Materials3–5 recent representative publications in your target subfield, with arXiv or DOI referencesPrior experience supervising PhD students or postdocs, or equivalent leadership in industry research settingsProficiency 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

Physics Expert (PhD / Postdoc)$80 - $140/hour payRequired SkillsPhysics MasteryWritten Technical CommunicationTechnical Problem-Solving DepthMathematical & Computational FluencyAbout micro1micro1 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: Remotemicro1 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 Work1. Solve advanced physics problems from your specialization, delivering rigorous, well-documented derivations and analyses.2. Produce technically precise, clearly written solutions, detailing all assumptions, approximations, and final results using LaTeX mathematical notation.3. Utilize SymPy, Python, and Jupyter for symbolic or numerical verification and clear computational workflows where relevant.4. Identify and articulate subtleties in problem statements, including special cases, boundary conditions, and dimensional consistency.5. Flag ambiguities in project materials, proposing well-reasoned interpretations and clarifications as needed.6. Iterate on submitted solutions in response to feedback from project reviewers, ensuring corrections are cleanly integrated.7. Uphold rigorous standards in documentation and reproducibility consistent with professional research practice.Preferred Qualifications1. PhD in physics or advanced-stage PhD candidacy, with active research experience in a relevant subfield.2. 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.3. 2–5 recent representative publications (past ~5 years) in your field, with accessible arXiv or DOI records.4. Proficiency with LaTeX for presenting mathematics, and with SymPy, Python, and Jupyter for computational work; willingness to indicateareas for further support if needed.5. Demonstrated excellence in written technical communication, with a track record of producing clear, precise, and well-argued scientific outputs.6. Strong analytical skills, able to isolate key physical principles and provide nuanced solutions to complex problems.7. Availability to engage with the project consistently over an 8–10 week period (approx. 10 hours/week).