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About Micro1: Job DescriptionRole Title: Civil EngineerRole Type: ContractorLocation: Remotemicro1 is engaging Civil Engineers to contribute their expertise 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 WorkDesign and author authentic civil engineering evaluation tasks reflecting real-world complexity in areas such as structural design, transportation, water systems, and site development.Source, generate, and curate technical documents including engineering drawings, geotechnical reports, specification sheets, cost estimates, and regulatory code references.Develop challenging technical problems that require nuanced constraint reasoning and code compliance, mimicking professional engineering scenarios.Determine the accurate engineering solution for each task, ensuring all relevant regulatory and geometric constraints are satisfied.Craft comprehensive, multi-item rubrics designed for LLM-based assessment, grading solutions for technical correctness and adherence to codes.Create and validate high-volume, realistic data files (CSVs, PDFs, spreadsheets) representative of typical project documentation.Collaborate with project stakeholders to iteratively refine task clarity, realism, and evaluative standards.Preferred QualificationsMinimum of 5 years of professional experience contributing to civil engineering projects across diverse domains.Professional Engineer (PE) license or active pursuit of licensure strongly preferred.Demonstrated mastery in preparing and managing technical documentation, including code-compliance and design specifications.Experience sourcing and interpreting regulatory codes and integrating them into technical solutions.Proficiency in generating or reviewing complex technical artifacts such as drawings, reports, and data sets used for project evaluation.Ability to reason about intricate constraints and deliver solutions that reflect real-world engineering practice.Strong written communication skills for authoring clear, comprehensive evaluation materials.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Mechanical Engineering TechnicianRole Type: ContractorLocation: Remotemicro1 is engaging Mechanical Engineering Technicians to contribute to a customer's project involving the development of advanced AI benchmarks. 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 WorkDesign and author authentic technician workflow tasks that reflect real-world challenges, including test setup, instrumentation, data collection, and failure diagnosis.Source, synthesize, and construct technical datasets (such as test logs, calibration records, sensor outputs, and failure reports) derived from actual lab or production scenarios.Define accurate solution pathways, including the interpretation of test data and informed next-step recommendations.Develop rigorous, 35+ item grading rubrics to evaluate technical skills in instrumentation logic, data interpretation, and failure analysis, usable by AI and domain experts alike.Document detailed technical procedures, observations, and diagnostic findings with high precision and clarity.Ensure all evaluation tasks meet the complexity and realism standards representative of professional practice, surpassing simplified textbook examples.Preferred QualificationsMinimum 4 years of hands-on experience in lab, test, or production environments within mechanical engineering technology.Associate degree or recognized trade credential in mechanical engineering technology or related discipline.Extensive experience with instrumentation, sensors, data acquisition systems, and prototype testing workflows.Demonstrated ability to perform in-depth technical documentation of test procedures, outcomes, and failure modes.Strong analytical skills for interpreting complex datasets and diagnosing equipment or process failures.Familiarity with technical documentation formats, such as CSVs, spreadsheets, PDFs, and other relevant files.Comfort working independently, contributing to remote projects, and aligning deliverables with high technical standards.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Sales Agent (Securities & Commodities)Role Type: ContractorLocation: Remotemicro1 is engaging Sales Agent (Securities & Commodities) experts to participate in a cutting-edge project geared toward advancing frontier AI benchmarks. 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. You will be designing and producing expert-authored evaluation tasks that reflect the authentic complexity of securities and commodities markets. This includes engaging with substantial and varied datasets—such as CSVs, PDFs, spreadsheets, and technical documentation—to pose rigorous, multi-step problems that challenge how AI interprets, reasons, and acts in genuine market scenarios.Scope of WorkDevelop realistic evaluation tasks for AI agents, simulating complex activities in securities and commodities trading, client advisory, and compliance reasoning.Source, compile, and curate authentic supporting materials, including market data, client documentation, and relevant regulatory references.Define and justify correct market decisions or advisory actions, explicitly considering compliance and regulatory frameworks.Author comprehensive rubrics of 35+ items to systematically assess agent performance in market judgment, compliance sensitivity, and client communication accuracy.Ensure the complexity and authenticity of tasks reflect true-to-life, day-to-day operations rather than simplified scenarios.Collaborate with technical teams to clarify task intent and refine benchmarking standards.Preferred QualificationsActive Series 7/63 license or international equivalent demonstrating regulatory proficiency.Minimum of 4 years’ experience at a brokerage, banking, or trading platform with significant compliance-driven workflow exposure.Direct involvement in executing trades and providing client advisory within securities and commodities markets.Strong fluency in reviewing and interpreting market data, technical documentation, and regulatory materials.Exceptional written and verbal communication skills, with a focus on producing clear, precise, and comprehensive technical documentation.Proven ability to design nuanced tasks and grading rubrics relevant to real-world financial operations.Experience working remotely and independently on complex deliverables is a plus.Compensation StructureCompensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Sales Representatives (Technical & Scientific materials)Role Type: ContractorLocation: Remotemicro1 is selecting Sales Representatives (Technical & Scientific materials)s to contribute to a customer's project centered on technical and scientific materials. 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. This opportunity is ideal for a technical salesperson adept at qualifying leads, translating complex technical pitches into compelling business benefits, and addressing common objections with confidence. You’ll leverage your strong written and verbal communication skills to bridge the understanding gap between technical products and non-technical buyers.Scope of WorkIdentify and prospect B2B leads, leveraging advanced research and outreach strategies specific to technical and scientific material markets.Qualify leads by assessing needs, budget, authority, and interest, ensuring alignment with technical product offerings.Communicate complex technical value propositions clearly and persuasively to both technical and non-technical stakeholders.Develop and deliver tailored written and verbal presentations that translate technical features into actionable business benefits.Handle common objections and address concerns with factual, benefits-driven responses grounded in industry knowledge.Document key interactions, feedback, and insights from prospect engagements to inform ongoing project improvements.Collaborate cross-functionally with project managers and stakeholders to refine messaging based on market feedback.Preferred QualificationsDemonstrated success in B2B sales within the technical or scientific materials sector.Deep understanding of technical products, materials, and their applications across industries.Proven ability to communicate technical concepts to non-technical audiences, both in writing and verbally.Expertise in objection handling and negotiation within a consultative sales framework.Familiarity with CRM platforms and digital prospecting tools relevant to B2B environments.Strong analytical skills to assess prospect potential and adapt engagement strategies dynamically.Commitment to delivering high-quality, concise, and actionable feedback for project development and AI model training.

About Micro1: Job DescriptionRole Title: LawyerRole Type: ContractorLocation: Remotemicro1 is selecting Lawyers to contribute valuable legal expertise to a customer’s project focused on reviewing and drafting legal documents. 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. Contributors will focus on analyzing sample contracts, identifying and flagging risky or problematic clauses, and providing clear, concise explanations of legal concepts for non-lawyers. All engagement data will be public or synthetic, ensuring no confidential or proprietary client information is used.Scope of WorkReview sample or template contracts and other legal documents to assess clarity, enforceability, and risk.Identify, analyze, and flag potentially risky or problematic clauses, providing detailed written commentary.Draft brief memos summarizing findings, key risk areas, and suggested improvements for each document reviewed.Conduct basic legal research using only public sources to inform document analysis and recommendations.Translate complex legal concepts into clear, accessible language for non-lawyer audiences.Adhere strictly to confidentiality and conflict-of-interest protocols, working exclusively with public or synthetic data.Preferred QualificationsJuris Doctor (JD) degree with active or lapsed bar membership in any U.S. jurisdiction.4+ years of practice experience, with a strong focus on document-heavy legal work (e.g., contracts, compliance, transactions).Demonstrated expertise in contract drafting, review, and risk assessment.Exceptional written and verbal communication skills, with a talent for explaining legal concepts to diverse audiences.Meticulous attention to detail and a methodical approach to legal analysis.Proven commitment to confidentiality and careful management of conflicts of interest.Experience working with or interest in technology, AI, or legal operations is a plus.