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About Micro1: Job DescriptionRole 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, 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 WorkAdjudicate 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 QualificationsPhD 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.

About Micro1: Job DescriptionRole 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 WorkSolve 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 QualificationsPhD 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).

About Micro1: Job DescriptionRole Title: Computational Biology & Cheminformatics ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Computational Biology & Cheminformatics Experts to contribute their expertise to a customer’s computational drug discovery 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 WorkAnalyze and interpret small-molecule and drug discovery datasets using advanced computational biology, bioinformatics, and cheminformatics methods.Curate, annotate, and validate chemical and biological datasets (e.g., ChEMBL, PubChem, DrugBank) to support AI-driven discovery platforms.Evaluate compound-target interactions, ADMET properties, and lead optimization strategies by integrating chemical, biological, and clinical data sources.Provide expert insights on structure-activity and structure-property relationships (SAR/SPR), medicinal chemistry approaches, and experimental design considerations.Build and implement code-based benchmark tasks (e.g., terminal/CLI-based environments) that reflect realistic computational drug discovery scenarios.Develop reproducible environments (e.g., using Docker) and automated testing pipelines to ensure task correctness and solvability.Assess and review AI-generated outputs for scientific rigor, accuracy, and practical relevance, delivering detailed written feedback and recommendations.Preferred QualificationsAdvanced expertise in Computational Biology, Cheminformatics, Medicinal Chemistry, Biochemistry, or related fields; advanced degree (PhD, MSc, PharmD) highly valued but not strictly required.Strong coding proficiency in Python (beyond analysis scripts), with hands-on experience building tools, pipelines, or testable code; familiarity with Git, GitHub, and Docker.Extensive experience with cheminformatics toolkits and platforms such as RDKit, KNIME, Schrödinger, OpenEye, or MOE.Proven track record in small-molecule drug discovery, SAR/QSAR evaluation, ADMET prediction, or virtual screening workflows.Comfort working with public chemical and bioactivity databases and integrating diverse datasets for scientific analysis.Demonstrated ability to clearly communicate complex chemical and biological concepts in written feedback and reports.Experience participating in multidisciplinary and/or remote projects; familiarity with AI-assisted coding tools is a plus.

About Micro1: Job Title: AAA Gameplay Data Capture SpecialistJob Type: Contract {Pay Per Task Model}Location: RemoteJob Summary: 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.Key ResponsibilitiesPlay a range of top-tier AAA games to systematically capture gameplay data using in-house tools.Record, organize, and annotate game sessions with keen attention to accuracy and detail.Collaborate closely with fellow experts and team leads, providing clear feedback and updates.Troubleshoot and resolve technical issues related to recording and data capture workflows.Ensure all data files are securely stored, cataloged, and transferred according to project guidelines.Maintain regular, timely communication in both written and verbal formats with the customer's remote team.Meet project deadlines, maintaining flexibility to adapt to evolving requirements.Required Skills and QualificationsProven passion and experience with AAA games, with access to the specific titles required for the project.Strong gameplay proficiency and ability to follow capture instructions precisely.Excellent verbal and written communication—clear, prompt, and detail-oriented.Well-equipped computer capable of running and recording high-end AAA games without performance issues.Experience using gameplay recording or data capture tools (industry or proprietary experience is a plus).Self-motivated, disciplined, and reliable in a remote work environment.Strong problem-solving skills and adaptability in fast-paced or changing scenarios.Mandatory Requirement: You must own a high-end gaming PC that can run the latest AAA games at high resolutions smoothly.Preferred QualificationsPrevious experience in gameplay QA, playtesting, or data capture roles.Familiarity with video editing or data annotation tools.Experience working with geographically distributed teams.We are onboarding five experts early next week (Mon-Tue)—join a select group driving the next generation of gaming insights!