micro1 AI Training Jobs - Compare Pay

micro1

Product Safety & Regulatory Compliance Attorney

micro1Law

$140-$400/hr

Worldwide

About this role

micro1 is engaging Product Safety & Regulatory Compliance Attorneys to participate in a unique project supporting a customer’s regulatory initiatives. 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 1. Review and analyze product safety laws, regulations, and standards across multiple jurisdictions. 2. Draft, edit, and evaluate a variety of regulatory compliance documentation and legal texts. 3. Provide detailed written feedback on product safety case studies, compliance scenarios, and regulatory frameworks. 4. Assess product compliance strategies and recommend improvements or mitigation actions based on legal best practices. 5. Translate complex regulatory language into clear, practical guidance for AI training purposes. 6. Identify potential risks or gaps in compliance materials and explain their legal implications. 7. Contribute to the development of structured content for AI model evaluation and training datasets. Preferred Qualifications 1. Juris Doctor (JD) or equivalent legal degree with a focus on product safety, consumer protection, or regulatory compliance. 2. Significant experience advising on compliance with federal, state, and international product safety regulations (e.g., CPSC, EU directives, FDA, etc.). 3. Demonstrated ability to interpret, distill, and communicate complex legal concepts in both written and verbal formats. 4. Strong attention to detail, analytical skills, and critical thinking applied to real-world regulatory issues. 5. Proven expertise in drafting and reviewing technical documents, compliance policies, or legal opinions related to product safety. 6. Experience working with cross-functional teams and adapting to diverse project needs is a plus. 7. Interest in contributing to innovative technology initiatives and a willingness to engage with emerging AI applications.

micro1

Quantitative Rates Researcher

micro1Finance / Software, AI and Data

$80-$150/hr

Worldwide

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About this role

micro1 is engaging Quantitative Rates Researchers to contribute to a leading investment bank’s algorithmic trading platform 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 1. Review and assess AI-generated quantitative research and trading strategy outputs focused on fixed income and rates markets 2. Identify and document methodological issues such as lookahead bias, overfitting, data snooping, and unrealistic transaction cost assumptions 3. Evaluate the accuracy of backtesting frameworks, especially with respect to rates-specific mechanics like carry/roll-down and contract roll conventions 4. Scrutinize the statistical rigor of signal construction, factor modeling, and alpha research in the provided outputs 5. Deliver detailed written feedback on model assumptions, implementation fidelity, and research soundness 6. Collaborate asynchronously with project coordinators by clarifying findings and suggestions through clear written and verbal communication 7. Contribute to the refinement of research evaluation processes for greater accuracy and relevance Preferred Qualifications 1. Background as a quantitative researcher, analyst, or consultant with expertise in fixed income or rates markets 2. Demonstrated experience building and backtesting systematic rates strategies at a hedge fund, asset manager, or bank 3. Advanced proficiency in Python (pandas, numpy, scipy) or R for quantitative research and data analysis 4. Strong understanding of yield curve modeling, carry/roll-down analytics, relative value trading, SOFR/Eurodollar instruments, and Treasury futures 5. Comfort evaluating research under real-world trading conditions, including transaction costs and liquidity constraints 6. Exceptional attention to detail and ability to articulate complex quantitative findings in clear, concise written feedback 7. Prior experience assessing or reviewing models for compliance with best practices in quantitative finance is a plus

micro1

Senior Metallurgist / Welding Inspector

micro1STEM

$80-$130/hr

Worldwide

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About this role

Role Title: Senior Metallurgist / Welding Inspector Pay: $40–$60/hour Location: Global, fully remote Job Type: Contractor (~10 hours per week) Schedule: Flexible—you can choose the hours and days you work, including weekends if desired as long as you're active micro1 is engaging expert Senior Metallurgists and Welding Inspectors to participate in a high-impact project for a customer in advanced manufacturing and materials engineering. 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 1. Evaluate and interpret metallographic microstructures to determine material acceptability and conformance to standards. 2. Conduct heat treatment process analysis and acceptance reviews in accordance with AMS 2750, ASTM E112, and related US specifications. 3. Perform coating inspection tasks aligned with NACE/AMPP and SSPC protocols, ensuring surface integrity and protection requirements are met. 4. Review and disposition additive manufacturing (LPBF) defects based on detailed build and cross-sectional data. 5. Reference and apply NADCAP, AWS, ASTM, and AMS standards to a variety of metal samples, weldments, coatings, and AM builds. Preferred Qualifications 1. At least 8 years of hands-on experience making high-stakes accept/reject calls on micrographs, weld macros, fracture surfaces, coatings, or LPBF additive builds. 2. Advanced knowledge of US and international standards including ASTM, AMS, AWS, NADCAP, NACE/AMPP, and SSPC. 3. Current or prior AWS Certified Welding Inspector (CWI) credentials, or equivalent metallurgical certification. 4. Familiarity with additive manufacturing processes, especially laser powder bed fusion (LPBF) and associated defect mechanisms. Process 1. Apply to the role and complete the screening questions. 2. Complete an AI interview of approximately 20-30 minutes. 3. Complete the hiring manager review. Start Timeline & Availability We typically fill roles within 48 hours and are looking for experts who are ready to begin immediately. If selected, you will be expected to start your first task within 24–48 hours of completing onboarding.

micro1

Korean Language Expert

micro1Languages / Generalist (No degree)

$20-$36/hr

Worldwide

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micro1

Research & Science Headhunter

micro1Business and Consulting5 days ago

Pay not listed

Worldwide

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About this role

Job Title: Research & Science Headhunter Job Type: Contractor Job 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. This is a referral partnership; success fee of $1,000–$5,000 per placement, set per role before sourcing begins. Key Responsibilities: • Identify and engage outstanding PhD-level researchers and scientists across the life sciences, computational biology, battery chemistry, and related domains • Leverage academic networks and publication databases to source exceptional talent globally • Screen and assess candidates’ scientific achievements, publication history, and suitability for project requirements • Generate high-quality referrals and facilitate introductions to the customer's team for remote, part-time paid expert roles • Maintain strict confidentiality while handling sensitive candidate and client information • Track, document, and report on sourcing and referral activity, sharing insights into talent market dynamics • Operate independently, ensuring compliance with agreed processes and all relevant legal and ethical standards Required Skills and Qualifications: • Proven experience in scientific or life-sciences recruiting and PhD-level talent sourcing • Expertise in Boolean sourcing, publication assessment, and leveraging academic/industry research networks • Strong knowledge of life sciences and research fields such as battery chemistry, computational biology, and biostatistics • Track record of successful international sourcing for niche, hard-to-find scientific roles • Excellent networking and relationship-building skills • Ability to screen candidates for technical expertise and fit • High degree of professionalism, independence, and discretion Preferred Qualifications: • Experience recruiting at the PhD/research level in scientific or life-sciences domains • Established network of researchers and academic contacts • Experience sourcing in specialized domains such as battery chemistry, computational biology, or biostatistics This is an independent contractor engagement, not an employment position. There are no fixed working hours or guaranteed volume of assignments. Contractors are responsible for their own business expenses and applicable taxes.

micro1

Portuguese Bilingual Expert (Brazil)

micro1Languages / Audio & Voice / Generalist (No degree)7 days ago

$30-$60/hr

Worldwide

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About this role

micro1 is engaging Portuguese Bilingual Experts (Brazil) to contribute to a customer's project focused on advancing AI-powered technologies and language understanding. 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 1. Listen to audio clips in Portuguese and evaluate the nativeness and fluency of the speaker or model output. 2. Assess pronunciation, intonation, and linguistic authenticity according to established guidelines. 3. Document your assessments with clear, concise written feedback in English, noting key linguistic factors. 4. Provide detailed justifications for each evaluation to ensure clarity and consistency in results. 5. Collaborate with project coordinators to clarify requirements or address ambiguities in language content. 6. Contribute insights to help improve AI model performance in Portuguese language understanding and generation. 7. Ensure timely and accurate completion of assigned audio review tasks, maintaining high standards of quality. Preferred Qualifications 1. Native-level proficiency in Portuguese, with clear enunciation and natural fluency. 2. Minimum B2 level proficiency in English, especially for written and verbal communication. 3. Background in voice specialization, linguistics, phonetics, music/audio engineering, or related fields is prefered. 4. Experience with audio analysis, transcription, or linguistic assessment is highly valued. 5. Strong attention to detail and ability to articulate nuanced language differences. 6. Excellent written and verbal communication skills, with a focus on clarity and accuracy. 7. Familiarity with media, communications, or teaching is considered an asset.

micro1

Aerospace Engineering Expert

micro1Engineering7 days ago

$85-$185/hr

Worldwide

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About this role

Opportunity Snapshot Pay: $80- $185/hour Commitment: Flexible — fits alongside your current role Location: Fully remote You’ll need: Master’s or PhD in aerospace or a closely related field, plus principal-level industry experience or a faculty appointment Your tasks: Build challenging technical problems from your own domain and define what makes an answer correct You'll be working on The work draws on what you already know: the problems where the textbook answer isn’t enough, where the right approach depends on reading the constraints correctly, where a plausible-looking solution is quietly wrong. You’ll build those problems, provide the correct analysis, and define what separates a right answer from one that only looks right. What you’ll do 1. Design difficult technical problems from your own area — aerodynamics, propulsion, structures, GNC, orbital mechanics, systems engineering — with realistic constraints and supporting data. 2. Provide the correct solution and walk through the reasoning that gets there. 3. Define objective criteria for correctness, so another expert reviewing the work would reach the same verdict. 4. Review problems built by other contributors for technical accuracy and soundness of method. 5. Flag problems that turn out to be ambiguous or ungradable rather than submitting them. What we’re looking for 1. Master’s or PhD in aerospace engineering, mechanical engineering, or a closely related field. 2. Principal, staff, or fellow-level experience at a major aerospace organization, or a faculty appointment at a leading university. 3. Deep technical depth in at least one aerospace subdomain, with hands-on ownership of the work. 4. Able to explain why an answer is correct clearly enough that another engineer could verify it. 5. Publications, patents, or a record of technical leadership is a strong plus. 6. AI or LLM evaluation experience is a plus, but not required. How the selection process works 1. Apply and complete the screening questions 2. Complete the AI interview for this role — it’s how your expertise gets in front of the client 3. Profile review 4. Onboarding — our Talent Ops team will get you set up

micro1

French Bilingual Expert

micro1Languages / Audio & Voice / Generalist (No degree)7 days ago

$30-$60/hr

Worldwide

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About this role

micro1 is engaging French Bilingual Experts to participate in a high-impact project for a valued 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. Leveraging your fluency in both French and English, you'll be involved in crafting, reviewing, and enhancing language data that powers emerging AI technologies. This is an opportunity to contribute to the future of AI from the comfort of your chosen location, utilizing your proficiency in nuanced written and verbal communication. Scope of Work 1. Listen to audio clips in French and evaluate the nativeness and fluency of the speaker or model output. 2. Assess pronunciation, intonation, and linguistic authenticity according to established guidelines. 3. Document your assessments with clear, concise written feedback in English, noting key linguistic factors. 4. Provide detailed justifications for each evaluation to ensure clarity and consistency in results. 5. Collaborate with project coordinators to clarify requirements or address ambiguities in language content. 6. Contribute insights to help improve AI model performance in French language understanding and generation. 7. Ensure timely and accurate completion of assigned audio review tasks, maintaining high standards of quality. Preferred Qualifications 1. Native-level proficiency in French, with clear enunciation and natural fluency. 2. Minimum B2 level proficiency in English, especially for written and verbal communication. 3. Background in voice specialization, linguistics, phonetics, music/audio engineering, or related fields is prefered. 4. Experience with audio analysis, transcription, or linguistic assessment is highly valued. 5. Strong attention to detail and ability to articulate nuanced language differences. 6. Excellent written and verbal communication skills, with a focus on clarity and accuracy. 7. Familiarity with media, communications, or teaching is considered an asset.

micro1

Principal Engineer / Professor — Technical Expert

micro1STEM7 days ago

$85-$185/hr

Worldwide

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About this role

Opportunity Snapshot Pay: $80- $185/hour Commitment: Flexible — fits alongside your current role Location: Fully remote You’ll need: Master’s or PhD in an engineering or physical science field, plus principal-level industry experience or a faculty appointment Your tasks: Build challenging technical problems from your own domain and define what makes an answer correct micro1 is engaging principal-level engineers, scientists, and faculty to design the technical problems that measure what AI systems can actually do. Your domain expertise is what matters here — no prior AI experience required. We’re building this across four areas: aerospace, semiconductors, manufacturing and industrial engineering, and materials science. If your work sits in one of those — or across two of them — this is for you. The work draws on what you already know: the problems where the textbook answer isn’t enough, where the right approach depends on reading the constraints correctly, where a plausible-looking solution is quietly wrong. What you’ll do 1. Design difficult technical problems from your own area, with realistic constraints and supporting data. 2. Provide the correct solution and walk through the reasoning that gets there. 3. Define objective criteria for correctness, so another expert reviewing the work would reach the same verdict. 4. Review problems built by other contributors for technical accuracy and soundness of method. 5. Flag problems that turn out to be ambiguous or ungradable rather than submitting them. What we’re looking for 1. Master’s or PhD in engineering, physics, materials, or a closely related field. 2. Principal, staff, or fellow-level experience at a major engineering organization, a national lab, or a faculty appointment at a leading university. 3. Deep technical depth in at least one area, with hands-on ownership of the work. 4. Able to explain why an answer is correct clearly enough that another expert could verify it. 5. Publications, patents, or a record of technical leadership is a strong plus. How the selection process works 1. Apply and complete the screening questions 2. Complete the AI interview for this role 3. Profile review 4. Onboarding — our Talent Ops team will get you set up

micro1

Consulting Specialist

micro1Business and Consulting / Design & Creative8 days ago

$150-$350/hr

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About this role

micro1 is engaging Consulting Specialists to contribute their advanced skills in presentation design, data visualization, and content editing to a customer's 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. Prior management consulting experience is required for this role — at least two years in a client-facing role at a consulting firm. Scope of Work 1. Reconstruct and enhance Microsoft PowerPoint slides to elevate clarity, visual appeal, and impact. 2. Design compelling presentations that effectively communicate complex ideas through visual storytelling and data visualization. 3. Edit and refine slide content to ensure precision, consistency, and audience engagement. 4. Analyze provided materials and translate information into clear, concise, and visually engaging formats. 5. Apply critical thinking to identify areas for improvement in slide structure, flow, and coherence. 6. Collaborate virtually to deliver prompt feedback and high-quality presentation assets as part of a larger initiative. 7. Contribute real-world examples and domain-specific insights to bolster the training and evaluation of AI models. Preferred Qualifications 1. Proven expertise in Microsoft PowerPoint and advanced presentation design techniques. 2. Strong portfolio demonstrating effective data visualization and visual storytelling capabilities. 3. Keen attention to detail and commitment to producing high-quality, polished deliverables. 4. Exceptional written communication and content editing skills tailored for diverse audiences. 5. Experience translating technical or complex content into accessible, visually appealing formats. 6. Ability to think critically and provide constructive feedback on narrative flow and design choices. 7. Previous consulting or professional experience in enhancing business presentations is advantageous.

micro1

Semiconductor Engineering Expert

micro1STEM7 days ago

$85-$185/hr

Worldwide

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About this role

Opportunity Snapshot Pay: $80- $185/hour Commitment: Flexible — fits alongside your current role Location: Fully remote You’ll need: Master’s or PhD in electrical engineering, materials, physics, or a closely related field, plus principal-level industry experience or a faculty appointment Your tasks: Build challenging technical problems from your own domain and define what makes an answer correct You'll be working on The problems where the textbook answer isn’t enough, where the right approach depends on reading the constraints correctly, where a plausible-looking solution is quietly wrong. You’ll build those problems, provide the correct analysis, and define what separates a right answer from one that only looks righ What you’ll do 1. Design difficult technical problems from your own area — device physics, process integration, circuit design, lithography, packaging, yield and reliability — with realistic constraints and supporting data. 2. Provide the correct solution and walk through the reasoning that gets there. 3. Define objective criteria for correctness, so another expert reviewing the work would reach the same verdict. 4. Review problems built by other contributors for technical accuracy and soundness of method. 5. Flag problems that turn out to be ambiguous or ungradable rather than submitting them. What we’re looking for 1. Master’s or PhD in electrical engineering, materials science, applied physics, or a closely related field. 2. Principal, staff, or fellow-level experience at a major semiconductor company, or a faculty appointment at a leading university. 3. Deep technical depth in at least one semiconductor subdomain, with hands-on ownership of the work. 4. Able to explain why an answer is correct clearly enough that another engineer could verify it. 5. Publications, patents, or a record of technical leadership is a strong plus. 6. AI or LLM evaluation experience is a plus, but not required. How the selection process works 1. Apply and complete the screening questions 2. Complete the AI interview for this role — it’s how your expertise gets in front of the client 3. Profile review 4. Onboarding — our Talent Ops team will get you set up

micro1

Senior Specialty Inspection Expert, Crop, Auction and Rental

micro110 days ago

$20-$60/hr

Worldwide

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About this role

Job Type: Contractor (~10 hours per week) Schedule: Flexible-you choose the hours and days you work, including weekends if desired micro1 is engaging Senior Specialty Inspection Experts, Crop, Auction and Rentals to support a customer's project in specialized inspection domains. 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 designed for established professionals with deep inspection experience in crop condition and loss assessment, auction and pre-sale grading, and rental or lease return evaluations. You will analyze authentic inspection records, field or aerial photos, and documented imagery, producing assessments that reflect current industry best practices. Communication excellence, both written and verbal, is essential, as your insights will drive accurate training data for advanced technology platforms. Scope of Work 1. Review field and aerial imagery, as well as inspection records, to assess crop conditions and determine loss in line with insurance protocols. 2. Evaluate vehicles and equipment for auction or pre-sale, assigning accurate condition grades using photographic evidence and inspection data. 3. Analyze rental or lease return inspection records, identifying damage and detailing findings in clear, expert-level reports. 4. Document and articulate the reasoning behind each grade or assessment, ensuring transparency and traceability of your conclusions. 5. Collaborate remotely with project coordinators to clarify requirements and address project-specific needs. 6. Provide high-quality, real-world input that will inform the development and refinement of AI models. 7. Contribute expertise in one or more specialty areas; specify your area of focus during the engagement process. Preferred Qualifications 1. Minimum of 5 years’ professional experience in crop insurance adjusting, auction grading, or rental/lease return inspection. 2. Demonstrated proficiency in interpreting field and aerial imagery for agricultural or industrial assessments. 3. Thorough understanding of industry grading standards and loss assessment methodologies. 4. Exceptional attention to detail in documentation and reporting. 5. Strong written and verbal communication skills, with the ability to produce clear, well-supported justifications. 6. Comfort with remote work environments and digital platforms for document review and communication. 7. Experience across multiple specialty areas (crop, auction, rental) is a plus, but not required.

micro1

Materials Science Expert

micro1STEM7 days ago

$85-$185/hr

Worldwide

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About this role

Opportunity Snapshot Pay: $80- $185/hour Commitment: Flexible — fits alongside your current role Location: Fully remote You’ll need: Master’s or PhD in materials science or a closely related field, plus principal-level industry experience or a faculty appointment Your tasks: Build challenging technical problems from your own domain and define what makes an answer correct You'll be working on The problems where the textbook answer isn’t enough, where the right approach depends on reading the constraints correctly, where a plausible-looking solution is quietly wrong. You’ll build those problems, provide the correct analysis, and define what separates a right answer from one that only looks right. What you’ll do 1. Design difficult technical problems from your own area — structure-property relationships, processing, characterization, failure analysis, computational materials — with realistic constraints and supporting data. 2. Provide the correct solution and walk through the reasoning that gets there. 3. Define objective criteria for correctness, so another expert reviewing the work would reach the same verdict. 4. Review problems built by other contributors for technical accuracy and soundness of method. 5. Flag problems that turn out to be ambiguous or ungradable rather than submitting them. What we’re looking for 1. Master’s or PhD in materials science, metallurgy, ceramics, polymer science, condensed matter physics, or a closely related field. 2. Principal, staff, or fellow-level experience in industrial or national lab research, or a faculty appointment at a leading university. 3. Deep technical depth in at least one materials subdomain, with hands-on ownership of the work. 4. Able to explain why an answer is correct clearly enough that another scientist could verify it. 5. Publications, patents, or a record of technical leadership is a strong plus. 6. AI or LLM evaluation experience is a plus, but not required. How the selection process works 1. Apply and complete the screening questions 2. Complete the AI interview for this role — it’s how your expertise gets in front of the client 3. Profile review 4. Onboarding — our Talent Ops team will get you set up

micro1

Associate Forward Deployed Engineer (aFDE)

micro1Software, AI and Data

$40-$60/hr

Worldwide

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About this role

Job Title: Associate Forward Deployed Engineer (aFDE) Job Type: Full-time Location: Remote Work Arrangement: Hourly, with expected weekly hours agreed upfront The Role We’re hiring junior engineers to help scale data ingestion and customer data workflows. You’ll work alongside core FDEs to prepare and transfer data, troubleshoot issues, build scripts and automations, and keep customers informed. You’ll start with clearly scoped responsibilities and receive guidance as you take on more technical ownership. The initial work will combine hands-on engineering with operational execution, with the opportunity to grow into a full FDE role over time. What You’ll Do 1. Help customers bring their data into the platform, from initial preparation through successful transfer and validation. 2. Build and improve scripts, integrations, and automations that make data ingestion faster and more reliable. 3. Investigate and resolve technical issues across APIs, data formats, and transfer workflows, with support from core FDEs. 4. Monitor active workflows, identify gaps, and verify that customer data arrives complete and accurate. 5. Work directly with customers and internal teams to communicate progress and move past blockers. 6. Turn recurring issues into better tooling, documentation, and reusable workflows. 7. Take on increasingly complex technical work as your experience and ownership grow. What We’re Looking For 1. Foundational programming skills, including the ability to write and debug basic scripts in Python or a similar language. 2. Familiarity with APIs and comfort using command-line tools and Git. 3. A methodical approach to troubleshooting and willingness to ask for help when needed. 4. Strong ownership, reliability, and attention to detail. 5. Clear written communication with customers and internal teams. 6. Ability to follow runbooks, recognize their limitations, and suggest improvements. 7. Sound judgment around sensitive data and production systems. 8. Curiosity, initiative, and a desire to take on increasing engineering responsibility. Nice to Have 1. Experience with SQL, data pipelines, or large datasets. 2. Familiarity with cloud storage and data-transfer workflows. 3. Experience working in Linux environments. 4. Familiarity with formats such as JSON, CSV, or Parquet. 5. Experience using AI coding tools to build and debug, with careful review of their output. 6. Experience in a startup or customer-facing technical role.

micro1

Medical Communications Manager

micro1Healthcare / Education and Humanities

$50-$80/hr

Worldwide

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About this role

Role Title: Medical Communications Manager Role Type: Contractor Location: Remote micro1 is engaging Medical Communications Managers to participate in a customer’s project focused on developing advanced AI-assisted tools for medical communications and healthcare provider (HCP) engagement. 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 1. Task Authoring & Review: Author and review realistic evaluation tasks based on medical education modules, advisory board summaries, scientific slide decks, HCP materials, and digital medical web content to inform AI tool development. 2. Compliance & Structural Assessment: Apply expert judgment to evaluate whether AI-generated medical communications content complies with scientific accuracy standards, fair balance rules, and audience-appropriate framing (HCPs vs. patient audiences). 3. Narrative & Messaging Evaluation: Evaluate tone, strategic messaging, clarity, and visual presentation logic in slide decks and educational assets, ensuring complex scientific concepts are accurately communicated without oversimplification. 4. Source Attribution: Trace claims, infographics, and slide statements back to underlying scientific literature, trial data, and clinical summaries to ensure complete source data fidelity. 5. Structured Feedback: Provide clear, structured, and detailed written feedback explaining model successes and deficiencies to help engineers tune model performance. 6. Framework Refinement: Collaborate with project leads to establish benchmarks, quality rubrics, and evaluation frameworks for MedComms content generation. Preferred Qualifications 1. Minimum 5 years of experience in Medical Communications, Medical Education (MedEd), or Medical Affairs within a specialized agency, biotech/pharma sponsor, or consultancy. 2. Direct experience creating diverse MedComms deliverables, including scientific slide decks, advisory board summaries, medical education modules, and web/digital content. 3. Solid understanding of medical affairs strategy, scientific platform alignment, and regulatory/compliance constraints regarding HCP and patient communications. 4. Ability to review visual and textual content holistically, ensuring both data integrity and audience engagement. 5. Exceptional written communication skills with experience providing structured critique and editorial guidance. 6. Advanced degree in life sciences, pharmacy, or medicine (PhD, PharmD, MD, MSc) or equivalent professional industry experience. 7. Broad therapeutic exposure; experience in oncology, neurology, or cardiology is highly desirable.

micro1

Investment Banking Associate

micro1Finance

$120-$150/hr

Worldwide

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About this role

micro1 is engaging Investment Banking Associates to contribute domain-specific expertise to a customer’s high-impact 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. Scope of Work 1. Evaluate and annotate complex financial materials, transaction documents, and case studies to enrich AI learning datasets. 2. Draft, review, and edit project deliverables including pitchbooks, valuation models, and market analysis summaries for accuracy and clarity. 3. Simulate and document real-world investment scenarios to improve model understanding of industry practices and deal processes. 4. Provide detailed, written feedback on AI-generated financial content with a focus on precision, relevance, and professionalism. 5. Curate and synthesize financial data to support scenario creation and decision-making exercises within the project scope. 6. Identify and communicate nuanced industry concepts and terminology essential to authentic investment banking operations. 7. Collaborate virtually with project coordinators to ensure deliverables align with project guidelines and client expectations. Preferred Qualifications 1. Current or recent experience as an Investment Banking Associate (any level) or Analyst (2nd year+), or equivalent role within Sales & Trading. 2. Demonstrated expertise in financial modeling, valuation, and deal execution processes. 3. Excellent written and verbal communication skills with an emphasis on clarity and detail. 4. Proven ability to interpret and analyze financial statements, transaction documents, and market data. 5. Strong attention to detail and ability to provide constructive, actionable feedback on complex materials. 6. Ability to work independently and manage multiple deliverables within defined project milestones. 7. Familiarity with industry-standard documentation, regulatory considerations, and deal structuring nuances.

micro1

Human Data Manager

micro1Software, AI and Data

$40-$60/hr

Worldwide

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About this role

Job Title: Human Data Manager Job Type: Full-time Location: Remote Job 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 Responsibilities 1. Design, build, and manage robust data workflows for accurate annotation, collection, processing, and analysis. 2. Establish and monitor KPIs to optimize operational performance and drive data-driven decision-making. 3. Analyze datasets to uncover actionable insights and present recommendations that accelerate efficiency. 4. Collaborate cross-functionally to align data strategies with overarching business objectives. 5. Develop and maintain comprehensive reporting frameworks tracking key metrics and workflow improvements. 6. Continuously refine processes to ensure scalability, maintain data integrity, and uphold quality standards. 7. Demonstrate ownership and a proactive, hands-on approach to identifying and solving operational challenges. Required Skills and Qualifications 1. Technical aptitude with demonstrated experience in data analysis, annotation, or workflow optimization. 2. Familiarity with operational processes and a passion for increasing efficiency. 3. Ability to interpret and communicate data-driven insights clearly and persuasively, both in writing and verbally. 4. Strong drive to learn, thrive under pressure, and a willingness to work hard in a fast-paced environment. 5. Excellent collaboration skills and attention to detail in managing data quality and validation. Preferred Qualifications 1. Background in engineering or technical fields with operational focus or human data projects. 2. Experience with data visualization tools (such as Excel, Tableau, Power BI) or programming languages (such as Python, SQL). 3. Internship or project-based experience in data management, AI/ML, or process optimization. Regional Hiring Notes This role is being hired in parallel across multiple regions due to coverage needs, compliance requirements, and time-zone alignment. Responsibilities and expectations are identical; employment terms vary by region.

micro1

FDA & Regulatory Compliance Attorney

micro1Law

$140-$400/hr

Worldwide

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About this role

micro1 is engaging FDA & Regulatory Compliance Attorneys to collaborate on a project supporting regulatory and legal compliance initiatives for a valued 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 1. Analyze and interpret FDA statutes, regulations, and guidance documents to provide domain-specific insights. 2. Review and critique regulatory submissions, compliance documentation, and procedural materials. 3. Assess real-world scenarios for regulatory risk, enforcement trends, and liability considerations. 4. Draft or edit scenario-based questions and answers elucidating regulatory best practices. 5. Identify emerging issues in FDA and broader regulatory compliance and recommend practical solutions. 6. Generate clear, concise written and verbal explanations of complex legal requirements for technical and non-technical audiences. 7. Contribute to the continuous improvement of project deliverables through feedback on content accuracy and completeness. Preferred Qualifications 1. Juris Doctor (JD) degree and active license to practice law in the United States. 2. 5+ years of experience focused on FDA law, regulatory strategy, or compliance in life sciences, pharmaceuticals, or medical devices. 3. Strong understanding of federal regulatory processes, submission pathways, and compliance protocols. 4. Outstanding written and verbal communication skills, with proven ability to convey complex legal concepts clearly. 5. Experience advising or representing clients in FDA investigations, warning letters, or consent decrees is advantageous. 6. Ability to navigate ambiguity and distill actionable insights from regulatory developments. 7. Detail-oriented approach and commitment to producing high-quality, accurate content.

micro1

Investment Banking & M&A Expert

micro1Finance10 days ago

$60-$120/hr

Not specified

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Role Title: Investment Banking & M&A Expert Role Type: Contractor Location: Remote - US/Canada preferred; UK and Latin America also considered Pay: $60-120/hr. Paid per task Time commitment: 10+ hours/week required; 20+ preferred. Time per task: Approximately 3 hours, following approximately 15 hours of initial environment development. Estimates include agent execution time. Your tasks: Build realistic transaction environments and use AI agents to create and review valuation models, deal materials, task instructions, and objective evaluation criteria. micro1 is engaging experienced investment banking and M&A professionals to help build tasks that measure how effectively AI systems can perform complex transaction work. You’ll turn live-deal workflows into realistic scenarios, supporting files, and client-facing deliverables. Hands-on experience with agentic AI tools is required: you’ll work with agents to develop the materials and independently verify their quality. Scope of Work 1. Build realistic transaction environments containing company information, financial statements, diligence materials, and deal context. 2. Design multi-step tasks involving valuation, comparable-company analysis, financial modeling, and sell-side advisory. 3. Use agentic AI tools to develop and review CIMs, pitch books, valuation models, and supporting deliverables. Required Qualifications 1. 5+ years of professional experience in investment banking, M&A, or sell-side advisory. 2. Hands-on experience building valuation models, comparable-company analyses, CIMs, pitch books, and client-facing materials for live deals. 3. Hands-on experience using agentic AI tools such as Claude Code, Cursor, Codex, or Claude Cowork for substantive work. General chatbot use alone is insufficient. Preferred Qualifications 1. Corporate carve-out experience — strongly preferred. 2. Experience at a top-tier investment bank or M&A advisory firm. 3. Industrials sector experience. 4. Experience developing review standards, training junior professionals, or writing internal playbooks. 5. Prior benchmark development or AI evaluation experience. 6. Availability for 20+ hours per week. How the selection process works 1. Apply and complete the screening questions. 2. Complete the AI interview — this is how we showcase your expertise to the client. 3. Profile review. 4. Onboarding — our Talent Ops team will get you set up.

micro1

Applied Scientists — Machine Learning (MSc. or PhD)

micro1Software, AI and Data / STEM

$60-$120/hr

Worldwide

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Applied Scientists — Machine Learning (MSc. or PhD) Pay: $60–$120/hour Location: Global, fully remote Job Type: Contractor (~15 hours per week) Schedule: Flexible—you choose the hours and days you work, including weekends if desired We are looking for highly skilled Machine Learning Experts to contribute to an AI training project involving model development, training and inference systems, numerical computing, performance optimization, and Python. The work involves creating, solving, reviewing, and validating challenging machine-learning engineering tasks. A representative task may require implementing or modifying a model, constructing a reproducible training or inference workflow, optimizing memory or throughput, debugging numerical or system-level failures, and verifying that the resulting implementation satisfies objective correctness and performance requirements. This is a very coding heavy role. Candidates but have experience using coding agents with python in their workflow. What You’ll Work On 1. Develop and validate machine-learning models, training pipelines, inference systems, and supporting infrastructure. 2. Implement model components, data pipelines, evaluation systems, and numerical methods. 3. Build reproducible programmatic workflows using Python and command-line tools. Required Qualifications 1. A master’s degree or PhD in Computer Science, Machine Learning, Artificial Intelligence, Applied Mathematics, Statistics, Engineering, or a closely related quantitative discipline. 2. Strong professional or research experience in machine learning. 3. Practical proficiency with Python and coding agents. Equivalent tools may also be considered when the candidate demonstrates directly relevant depth. Experience at a well-established technology company, AI laboratory, research organization, or other recognized engineering environment is strongly preferred. Exceptional open-source or academic experience may also qualify. Process 1. Apply to the role and complete the screening questions. 2. Complete an AI interview of approximately 30 minutes. 3. Complete the hiring manager review. Compensation Structure Compensation is output-based. Experts are paid per task that meets the project specifications. The time required to complete each task may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Start Timeline & Availability 1. We typically fill roles within 48 hours and are looking for experts who are ready to begin immediately. If selected, you will be expected to start your first task within 24–48 hours of completing onboarding.

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