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$40 - $110/hourpayCommercial ContractsContract RedliningEmployment LawStructured FinancePriavte EquityMergers and AcquisitionsSaaS MSARegulatory ComplianceData Privacymicro1 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. Job Title: Legal Expert Job Type: Contract (Part-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: • Review, analyze, and redline commercial contracts to ensure accuracy and compliance with relevant laws and business objectives., • Provide expert input on matters relating to employment law, structured finance, private equity, and mergers and acquisitions., • Evaluate and advise on SaaS Master Service Agreements (MSAs) to identify areas of risk and recommend improvements., • Interpret complex regulatory requirements and shape guidelines for compliance within evolving legal landscapes., • Assess data privacy policies and practices in accordance with international standards and regulations., • Collaborate closely with multidisciplinary teams to clarify legal concepts and deliver clear, actionable written feedback., • Contribute high-quality insights that enhance the effectiveness of AI models in understanding legal documents and scenarios. Required Skills and Qualifications: • Active Bar membership and in good standing., • Minimum of 3 years of experience practicing law, with a demonstrable track record in commercial contracts, employment law, and structured finance., • Deep knowledge of private equity, mergers and acquisitions, and regulatory compliance., • Proficiency in contract redlining and negotiation, with attention to detail and accuracy., • Hands-on experience reviewing and advising on SaaS MSAs and data privacy matters., • Exceptional written and verbal communication skills, with the ability to distill complex legal concepts for diverse audiences., • Strong analytical and problem-solving skills, demonstrating sound legal judgment. Preferred Qualifications: • Experience working with or advising technology-driven organizations., • Familiarity with international regulatory frameworks and multi-jurisdictional transactions., • Previous involvement in AI, legal technology, or knowledge transfer initiatives.

$20 - $70/hourpayKritaIllustrationmicro1 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. Job Title: Krita Expert Job Type: Contract 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 • Develop full-fledged digital illustrations in Krita, from initial sketch to final polish, while adhering to best practices and structured layer management., • Perform hour-long, live illustration workflows in a virtual machine, capturing each step of your process for AI training purposes., • Demonstrate and articulate your creative decision-making, effectively communicating both written and verbally with the team., • Collaborate closely with project coordinators to ensure workflows meet high standards and align with AI research objectives., • Utilize advanced Krita features and tools, sharing insight into professional techniques and methodologies., • Provide clear documentation and feedback on your workflows to support continuous improvement of AI systems., • Uphold a high level of organization, structure, and quality across all artwork produced. Required Skills and Qualifications • Demonstrated expertise in Krita with a professional or extensive freelance portfolio showcasing complete illustration projects., • Mastery in digital illustration and structured layer-based workflows from rough sketch to refined artwork., • Strong written and verbal communication skills, with a focus on articulating creative processes and feedback., • Hands-on experience in using Krita’s advanced features, brushes, and layer management tools., • Ability to consistently work independently within virtual environments and meet project goals., • Meticulous attention to detail and a commitment to producing polished, high-quality art assets., • Proven ability to document and communicate workflow steps clearly for technical and non-technical audiences. Preferred Qualifications • Previous experience training or collaborating with AI or machine learning teams on creative projects., • Background in art education or content creation around digital illustration tools., • Familiarity with recording and explaining digital illustration workflows for educational or research purposes.

biological data analysisscientific reading comprehensionassessment and question creationwritten and verbal communicationremote team collaborationmicro1 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. Job Title: Biology Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task 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: • Analyze technical documents and extract key information relevant to your domain expertise, • Generate, review, and refine questions and solutions based on real-world mechanical engineering scenarios, • Collaborate with multidisciplinary teams to ensure accuracy and depth of data and analysis, • Provide detailed written and verbal feedback on document clarity, technical accuracy, and effectiveness, • Apply advanced subject matter knowledge to evaluate and solve complex engineering problems, • Work independently, managing your time to deliver high-quality outputs with minimal supervision, • Contribute to the continuous improvement of data quality and project processes Required Skills and Qualifications: • 2-6 years of professional or academic experience in mechanical engineering or a closely related field (lab, workplace, or academia), • Strong reading comprehension skills, with proven ability to analyze and interpret technical documents, • Exceptional English communication skills, both written and verbal, • Demonstrated experience in creating or evaluating technical content, such as reports, studies, or problem sets, • Ability to work independently and efficiently, with excellent self-management, • High attention to detail and commitment to data accuracy, • Experience interfacing with technical documentation and performing analytical tasks Preferred Qualifications: • Advanced degree (Master’s or PhD) in Mechanical Engineering, Chemistry, Physics, or Biology, • Previous experience contributing to interdisciplinary or research-driven projects, • Familiarity with data-driven analysis or training data preparation 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. Key Responsibilities: • Analyze, review, and interpret complex biological documents, research papers, and data sets to create high-quality assessment content., • Formulate and vet biology-related questions focused on data retrieval, computation, and critical analysis., • Deliver clear explanations and detailed feedback to enhance AI model understanding., • Collaborate with a remote, interdisciplinary team to ensure ongoing content accuracy and quality., • Contribute domain-specific expertise to support the continuous improvement of AI systems., • Work independently to meet deadlines and achieve high productivity with minimal supervision., • Uphold rigorous standards for written and verbal communication in English. Required Skills and Qualifications: • Minimum 2 years of professional experience in biology, either in academia, laboratory settings, or relevant industry roles., • Demonstrated ability to analyze and synthesize complex biological information from diverse sources., • Strong written and verbal English communication, with an emphasis on clarity and detail., • Excellent reading comprehension, particularly in interpreting research and technical documents., • Experience creating or reviewing problem sets, assessments, or scientific analyses., • Ability to work autonomously and efficiently in a remote environment., • High attention to detail and commitment to quality. Preferred Qualifications: • Advanced degree (Master’s or PhD) in Biology or closely related field., • Experience collaborating with multidisciplinary teams or involvement in cross-functional projects., • Familiarity with computational biology or data analysis tools.

$50 - $80/hourpayBuilding code knowledgePlan review and blueprint readingmicro1 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. Job Title: Building Code Compliance Expert Job Type: Contractor Location: Remote (US only) 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 related to building codes, permitting, inspections, and construction compliance. Key Responsibilities: • Conduct reviews of architectural and engineering plans to assess building code compliance., • Interpret blueprints, permit documents, zoning requirements, and construction documentation., • Analyze code-related scenarios and provide clear compliance reasoning and recommendations., • Identify permitting issues, code violations, and regulatory concerns across residential and commercial projects., • Collaborate with architects, engineers, contractors, inspectors, and permitting teams to resolve compliance questions., • Deliver clear written reports and explanations related to code interpretation and compliance findings., • Support AI training projects by providing accurate, real-world building compliance expertise. Required Skills and Qualifications: • Demonstrated experience in building codes, permitting, inspections, zoning, or plan review., • Strong ability to read and interpret construction drawings and technical documentation., • Experience working with residential and/or commercial construction projects., • Strong analytical, problem-solving, and communication skills., • Ability to work independently and remotely while managing multiple assignments., • Experience collaborating with cross-functional project teams. Preferred Qualifications: • Relevant certifications such as ICC, NFPA, or state-issued licenses., • Experience working with city/county building departments or municipal permitting offices., • Experience in code enforcement, plan review, virtual inspections, or compliance consulting., • Background in architecture, engineering, construction management, or land use development.

$20 - $70/hourpayLibrespritePixel ArtGraphic DesignIllustrationmicro1 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. Job Title: LibreSprite Expert Job Type: Contract 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: • Drive complete pixel art and animation projects from concept through final asset export using LibreSprite., • Demonstrate real-time animation previews, refining motion and timing to studio-quality standards., • Utilize onion skinning, layers, and complex sprite composition features to create smooth, dynamic animations., • Design and develop cohesive asset sets, sprite sheets, character animations, tilesets, UI elements, and retro-style illustrations., • Leverage tiled drawing mode, palette customization, and pixel-precise tools for intricate patterns and detail work., • Export optimized sprites and animations in required production formats, adhering to technical and artistic specifications., • Clearly articulate workflow decisions, creative choices, and technical approaches—both in writing and verbally. Required Skills and Qualifications: • Expert-level proficiency with LibreSprite, with a proven track record of production usage., • Strong portfolio showcasing professional pixel art, animation, and graphic design., • Exceptional written and verbal communication skills, able to explain concepts and workflow logic clearly., • Experience independently managing end-to-end projects, from concept through asset delivery., • Deep understanding of sprite composition, animation techniques, and stylistic nuances in pixel art., • Proficient in customizing color palettes, tile creation, and managing complex layers and animation frames., • Ability to work autonomously within a remote, collaborative environment. Preferred Qualifications: • Prior experience capturing or teaching creative workflows for training, tutorials, or educational initiatives., • Familiarity with retro game art pipelines or production environments., • Experience contributing to open-source or collaborative art projects.

$50 - $120/hourpayGodotGame Developmentmicro1 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. Job Title: Godot Game Engine Expert Job Type: Contract Location: Remote Job Summary Join our customer's team as a Godot Game Engine expert, where you will have the opportunity to work on cutting-edge interactive experiences in a dynamic and collaborative environment. You will leverage your deep knowledge of Godot to drive the technical direction of game projects, ensuring robust architecture and seamless gameplay. This position is ideal for professionals passionate about creating high-quality games and excelling in both communication and technical domains. Key Responsibilities • Design, implement, and optimize gameplay systems and features using the Godot Game Engine., • Collaborate closely with designers, artists, and other developers to deliver polished and engaging player experiences., • Architect and maintain clean, scalable, and well-documented codebases., • Troubleshoot and resolve complex technical issues throughout the development lifecycle., • Contribute to the evaluation and selection of technical solutions and tools related to the Godot ecosystem., • Mentor and support team members in best practices, Godot workflows, and robust coding standards., • Participate actively in sprint planning, code reviews, and quality assurance processes. Required Skills and Qualifications • Deep expertise with the Godot Game Engine (GDScript, C#, or VisualScript)., • Proven track record of shipping commercial or high-quality independent titles using Godot., • Strong understanding of 2D/3D game development pipelines, asset integration, and performance optimization., • Ability to communicate complex technical concepts clearly in both written and verbal form., • Experience collaborating in a remote, distributed team environment., • Solid problem-solving abilities and passion for learning new technologies., • Demonstrated ability to produce clean, maintainable, and efficient code. Preferred Qualifications • Experience contributing to open-source Godot projects or plugins., • Background in gameplay, UI/UX, or multiplayer networking systems., • Exposure to agile development methodologies and tools.

$80 - $105/hourpayIn-house Counsel ExperienceAttention to DetailContract DraftingDeal NegotiationTechnology Transactionsmicro1 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. Job Title: Transactional Attorney Job Type: Contractor Location: Remote Job Summary: We are seeking seasoned in-house transactional attorneys for a part-time role at the forefront of legal AI. This opportunity is for elite lawyers who want to help shape how advanced AI is trained, evaluated, and applied in real-world legal work, especially those who have deep experience with drafting, reviewing, negotiating, and redlining within the tech field. In this role, you will review, assess, and contribute to contract redlining workflows used to train and evaluate state-of-the-art AI models. Your work will directly improve how these systems identify risk and interpret contract language to create tools with improved precision and legal judgment. Key Responsibilities: • Perform simulated contract negotiations and redlining exercises., • Review and assess AI responses to contract scenarios, providing expert feedback to improve model performance and output precision., • Create objective evaluation frameworks and grading criteria to assess AI performance on contract tasks with rigor and consistency., • Collaborate with product and research teams to refine data, guidelines, and best practices for AI-driven contract review solutions. Required Skills and Qualifications: • J.D. from an ABA-accredited law school., • Active bar admission in at least one U.S. jurisdiction., • Minimum of 3 years of in-house experience focused on technology transactions, particularly negotiating MSAs, NDAs, and DPAs., • Exceptional written and verbal communication skills with meticulous attention to detail., • Strong analytical capabilities and ability to translate legal expertise into actionable feedback for AI systems., • Demonstrated commitment to innovation at the intersection of law and technology., • Experience working with cross-disciplinary teams in fast-paced environments. Preferred Qualifications: • Prior exposure to AI, legal tech, or training initiatives., • Experience at a corporate law firm in either M&A or fund formation for private equity firms. Why Join: • This is an opportunity to work at the intersection of law and technology., • You will help define how AI is developed for a new generation of legal practitioners., • You will apply your experience in a high-impact research environment.

$45 - $65/hourpaymicro1 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. Job Title: Accountant Expert Job Type: Contract 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. Key Responsibilities: • Analyze and interpret complex marketing and financial data to identify key trends and insights., • Develop and implement standardized rubrics and frameworks to support AI model training and evaluation using domain knowledge., • Collaborate with cross-functional teams to ensure accounting accuracy and compliance within innovative technology projects., • Provide expert guidance on accounting principles to inform model development and data validation processes., • Document and communicate findings and recommendations clearly through exceptional written and verbal communication skills., • Continuously monitor industry best practices and integrate them into ongoing projects., • Support the customer's team in refining data-driven strategies by offering actionable accounting insights. Required Skills and Qualifications: • Bachelor’s degree in Accounting or a related field., • Minimum of 3 years of experience in accounting roles., • Strong written and verbal communication skills with attention to detail., • Proven experience analyzing data and applying accounting knowledge to solve complex problems., • Ability to create structured rubrics and frameworks for quantitative and qualitative analysis., • Comfort working in a remote, collaborative, and fast-paced environment., • Demonstrated capacity for critical thinking and independent problem-solving. Preferred Qualifications: • 7+ years of overall professional experience, preferably in diverse accounting environments., • Experience working with or supporting AI model development or related technology projects., • Advanced certifications in accounting or finance (e.g., CPA, CMA).

$40 - $100/hourpayQGISGeographyMappingmicro1 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. Job Title: QGIS Expert Job Type: Contract 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: • Lead end-to-end projects in QGIS, from raw spatial data acquisition and cleaning to final map outputs and comprehensive deliverables., • Document your workflow and reasoning in real-time as you perform data management, spatial analysis, and map production tasks., • Organize, clean, and validate diverse spatial datasets, ensuring high accuracy and consistency throughout the process., • Manage projections, coordinate systems, and spatial references to optimize data interoperability and output quality., • Style and symbolize map layers for clarity, interpretability, and professional presentation in various contexts., • Build advanced layouts and cartographic products, explaining your design decisions along the way., • Troubleshoot issues and explain problem-solving strategies as they arise within QGIS workflows. Required Skills and Qualifications: • Extensive hands-on experience with QGIS, including managing full GIS projects independently., • Proven track record of delivering high-quality spatial analyses, maps, and geospatial outputs using QGIS., • In-depth understanding of spatial data formats, coordinate systems, projections, and related GIS principles., • Exceptional written and verbal communication skills, with the ability to clearly explain technical decisions and workflow rationale., • Strong data organization, cleaning, and transformation skills within QGIS., • Experience troubleshooting and resolving complex challenges in GIS workflows., • Comfortable working remotely while maintaining consistent project documentation and communication with the broader team. Preferred Qualifications: • Experience documenting GIS processes for training, teaching, or AI research purposes., • Background in mentoring or collaborating within multi-disciplinary GIS teams., • Familiarity with integrating QGIS with other geospatial tools or programming languages.

LegalContract Review & NegotiationCase AnalysisRisk AssessmentCorporate LawRegulatory ComplianceLitigation SupportLegal ResearchDue DiligenceDispute ResolutionConfidentiality & Ethicsmicro1 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. Job Title: Legal Specialist Job Type: Contractor 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: • Conduct thorough contract review, drafting, and negotiation to optimize business outcomes while managing risk., • Analyze cases and perform in-depth legal research to provide actionable insights and recommendations., • Support litigation and dispute resolution by preparing documentation and assisting internal and external counsel., • Assess regulatory compliance and assist with due diligence for corporate matters, mergers, and acquisitions., • Design system prompts and rubrics for legal applications, engaging in multi-turn conversations with agents to ensure task accuracy and coherence., • Uphold the highest standards of confidentiality and professional ethics in all legal processes and communications., • Collaborate across teams to build and enhance legal tools or applications, leveraging your industry expertise. Required Skills and Qualifications: • Proven expertise in legal principles, corporate law, and regulatory compliance., • Strong contract review and negotiation abilities across a variety of legal domains., • Demonstrated experience in case analysis, risk assessment, and due diligence., • Hands-on experience in litigation support and dispute resolution., • Exceptional written and verbal communication skills, with a keen attention to detail and clarity., • Deep commitment to confidentiality, ethics, and integrity in all legal matters., • Track record of building or contributing to legal applications, tools, or systems. Preferred Qualifications: • Experience designing legal-focused conversational agents, rubrics, or AI-driven workflows., • Background in developing digital legal solutions or productizing legal expertise., • Ability to manage complex multi-turn conversations and system prompt design.

$60 - $120/hourpayPythonRustGoLangFull-stackJAVANode.jsAndroid DevelopmentiOS Developmentmicro1 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. Job Title: Software Developer Job Type: Contract 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: • Design, implement, and maintain scalable back-end and full-stack applications using Python, Rust, GoLang, Java, or Node.js., • Collaborate closely with cross-functional team members to deliver high-quality software solutions that meet evolving business requirements., • Write clean, efficient, and well-documented code, following best software engineering practices., • Troubleshoot, debug, and optimize existing codebases to improve performance and reliability., • Participate in code reviews, technical discussions, and architectural planning to drive continuous improvement., • Contribute to the full software development lifecycle, from concept and design to testing and deployment., • Maintain clear, concise, and thoughtful written and verbal communication across distributed teams. Required Skills and Qualifications: • 3+ years of hands-on experience in software development with one or more of the following: Python, Rust, GoLang, Java, Node.js, Android, IOS or full-stack development (backend or full-stack)., • Proficiency in building scalable, reliable, and maintainable software systems., • Experience working in remote, collaborative, and agile environments., • Expertise in modern development tools, version control systems, and CI/CD pipelines., • Strong problem-solving skills with keen attention to detail., • Excellent written and verbal communication skills, with a high standard for clarity and professionalism., • Self-driven, proactive, and able to work independently in a distributed setting. Preferred Qualifications: • Experience with cloud platforms such as AWS, GCP, or Azure., • Knowledge of DevOps principles and containerization technologies., • Background in mentoring or leading small engineering teams.

$20 - $60/hourpayadvanced word skillsadvanced pdf toolspolicy analysisregulatory compliancedocument drafting and reviewprofessional written communicationverbal communicationproject managementattention to detailstrategic consultationmicro1 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. Job Title: Policy Consultant Job Type: Contractor 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. Key Responsibilities: • Analyze, draft, and review policy documents, legal contracts, proposals, and research papers using advanced Word and PDF skills., • Provide strategic consultation and actionable recommendations on regulatory, legal, healthcare, academic, or finance-related matters., • Conduct thorough document reviews, ensuring compliance, clarity, and adherence to industry best practices., • Support clients with precise document formatting, tracked changes, form filling, and data extraction., • Collaborate with cross-functional teams to synthesize complex data into succinct, actionable policies and procedures., • Stay abreast of evolving regulations and guidelines relevant to your field of expertise., • Communicate findings and recommendations in clear, compelling written and verbal formats. Required Skills and Qualifications: • Minimum 3+ years of professional experience in government policy operations., • Advanced proficiency with Word and PDF tools, including tracked changes, formatting, document review, and data extraction., • Exceptional communication skills, with a strong emphasis on clear, professional written and verbal interactions., • Demonstrated expertise in drafting, analyzing, and reviewing complex policy or regulatory documents., • Proven ability to manage multiple projects and meet stringent deadlines in a fast-paced remote environment., • Keen attention to detail and commitment to delivering high-quality work. Preferred Qualifications: • Experience working with Fortune 500 clients or on high-profile regulatory, legal, or policy projects., • Track record of collaborating with multidisciplinary teams to achieve impactful outcomes.

$20 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (Portuguese Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

$45 - $65/hourpaymicro1 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. Job Title: Marketing Consultant Expert Job Type: Contract 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. Key Responsibilities: • Analyze complex marketing datasets to extract actionable insights and inform strategic recommendations., • Collaborate with cross-functional teams to design, evaluate, and enhance AI-driven marketing models., • Create detailed rubrics and frameworks using advanced marketing knowledge to assess model performance and campaign effectiveness., • Deliver high-quality, articulate written and verbal communications to effectively convey findings and recommendations., • Guide the customer's team in best marketing and consulting practices to optimize campaign outcomes and business growth., • Stay up-to-date with industry trends, emerging technologies, and AI advancements relevant to marketing., • Continuously iterate on consulting approaches to maximize impact in a rapidly evolving digital landscape. Required Skills and Qualifications: • Bachelor’s degree or higher in Marketing, Communications, or a related field., • Minimum of 3 years’ experience in marketing, communications, or a closely related role., • Exceptional written and verbal communication skills, with demonstrated ability to distill complex data into clear business insights., • Hands-on experience with marketing analytics, campaign assessment, and consulting methodologies., • Proficiency in interpreting marketing metrics and leveraging data for model improvement., • Strong organizational skills and the ability to manage multiple projects remotely., • Proactive mindset, always seeking innovative ways to drive results and foster collaboration. Preferred Qualifications: • Average of 7+ years of professional experience in marketing consulting or related field., • Background in training, evaluating, or deploying AI-driven marketing tools or technologies., • Advanced certifications in digital marketing, data analytics, or AI applications in marketing.

$105 - $140/hourpayContract ReviewQuality AssuranceeDiscoveryCompliancePersonal Identifiable InformationData Privacymicro1 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. Job Title: Privacy Annotation Specialist Job Type: Contractor 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: • Review and annotate sensitive legal documents with a focus on identifying Personal Identifiable Information (PII) and other confidential content., • Utilize your expertise in contract review and eDiscovery to ensure the highest quality and accuracy in data labeling., • Validate and confirm outputs of OCR (Optical Character Recognition) processes to ensure data integrity in legal investigation workflows., • Collaborate with compliance and legal technology teams to meet information governance and privacy standards., • Conduct quality assurance checks and audits on document batches to guarantee compliance with regulatory requirements., • Stay current with evolving best practices in privacy, digital forensics, and litigation support., • Communicate findings and recommendations to cross-functional teams in a clear and actionable manner. Required Skills and Qualifications: • Strong background in contract review, quality assurance, eDiscovery, and compliance processes., • In-depth understanding of Personal Identifiable Information (PII) and data privacy regulations., • Previous experience at organizations such as Consilio, Epiq, Relativity, KLDiscovery, or TransPerfect., • Background as a Paralegal, eDiscovery Specialist, Privacy Analyst, Information Governance Specialist, Compliance Manager, or Legal Document Review Lead., • Experience in legal document review, litigation support, or managed legal services., • Proven track record of working with sensitive data in high-stakes environments., • Detail-oriented, analytical, and able to maintain accuracy under pressure. We are seeking professionals who bring practical experience in legal technology and data privacy. Join the customer's team and contribute your expertise to impactful projects that advance the quality and security of AI-driven legal solutions.

management consulting methodologiesstrategic analysisbusiness process improvementorganizational transformationcase study developmentbusiness frameworkswritten communicationverbal communicationanalytical skillsproblem-solvingremote team collaborationattention to detailindependent workclient-ready deliverablesmentoringbusiness transformationdigital transformationai-driven business modelsmicro1 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. Job Title: Management consultant Job Type: Contractor 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: • Provide expert insights on management consulting methodologies, strategic analysis, and business transformation practices., • Review, assess, and refine complex business scenarios, documents, and case studies to ensure accuracy and relevance., • Deliver high-quality, detailed written and verbal feedback to help improve AI system outputs and reasoning capabilities., • Collaborate remotely with the customer’s team to support the training and evaluation of AI models with real-world management consulting perspectives., • Leverage your advanced experience to identify gaps, propose improvements, and ensure alignment with industry best practices., • Utilize strong communication skills to clearly articulate recommendations and process flows in both written and spoken formats., • Continually stay updated on management consulting trends to provide current, impactful input into the AI training process. Required Skills and Qualifications: • Minimum of 4+ years’ experience as a management consultant, ideally with a top-tier consulting firm., • Proven expertise in strategic projects, business process improvement, and organizational transformation., • Exceptional written and verbal communication skills with high attention to detail., • Ability to synthesize complex problems and deliver practical, actionable insights., • Strong analytical skills and experience working with cross-functional teams in remote environments., • Experience developing or reviewing case studies, business frameworks, and client-ready deliverables., • Self-motivation and discipline required for high-quality independent work. Preferred Qualifications: • MBA or advanced degree in business, management, or a related field., • Familiarity with digital transformation initiatives or AI-driven business models., • Demonstrated experience mentoring or training consultants or business professionals.

$55 - $70/hourpayCommercial InsuranceSpecialty InsuranceCommercial P&CUnderwritingLiability CoveragePolicy InterpretationInsurance ComplianceCoverage AnalysisInsurance Operationsmicro1 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. Job Title: Insurance Underwriter – Excess & Specialty Job Type: Contractor 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: • Leverage your extensive underwriting expertise to evaluate complex commercial and specialty risk scenarios in the US insurance market., • Analyze, interpret, and structure coverage for excess and specialty lines, focusing on liability, umbrella, and unique risk categories., • Assess policy language and provide nuanced feedback on policy interpretation and coverage analysis., • Identify risk factors, apply sound underwriting judgement, and ensure compliance with industry standards and insurance regulations., • Support the development of AI training data by contributing real-world insights on underwriting practices and coverage operations., • Collaborate in a remote environment, providing clear, effective written and verbal communication to enhance AI system understanding., • Share insight into evolving trends, emerging risks, and innovations within specialty and excess insurance lines. Required Skills and Qualifications: • 4–5+ years of hands-on underwriting experience in commercial lines, specialty insurance, excess casualty, or umbrella products., • In-depth understanding of commercial P&C, liability coverage, and policy evaluation best practices., • Demonstrated expertise in policy interpretation, insurance compliance, and comprehensive coverage analysis., • Experience working with insurance operations in complex or specialty risk environments., • Excellent written and verbal communication skills, with the ability to articulate nuanced underwriting concepts., • Proven track record within the US insurance market or with US-based clients and frameworks. Preferred Qualifications: • Prior exposure to emerging risk types, complex liability structures, or innovative coverage solutions within excess & specialty lines., • Experience collaborating on cross-functional teams or contributing to process improvement initiatives in insurance operations., • Global candidates with deep familiarity with US underwriting standards and commercial insurance practices are strongly encouraged to apply.

$30 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (Japanese Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

$20 - $60/hourpayacademic researchdocument reviewms word (advanced features: tracked changes, formatting)pdf editing and data extractionwritten communicationverbal communicationattention to detailliterature review and synthesisreport writingpresentation developmentcollaboration with cross-functional teamsremote work proficiencytime managementdeadline managementmultidisciplinary teamworkmicro1 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. Job Title: Academic Researcher Job Type: Contractor 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. Key Responsibilities: • Conduct in-depth research and analysis in your area of expertise, delivering high-quality, evidence-based insights., • Prepare, format, and review complex documents in Word and PDF, utilizing advanced features such as tracked changes, form filling, and data extraction., • Collaborate with cross-functional teams, including legal, healthcare, policy, and finance professionals, to support diverse project needs., • Translate complex research findings into clear, concise reports and presentations tailored for Fortune 500 standards., • Evaluate and synthesize academic literature, legal documents, or industry data to inform project outcomes., • Ensure accuracy, consistency, and compliance with designated guidelines in all written deliverables., • Maintain clear and professional written and verbal communication with project stakeholders and team members. Required Skills and Qualifications: • Minimum 3+ years of relevant professional experience in academic research, legal, policy, healthcare, or related sectors., • Master’s degree, PhD, or JD from a recognized institution., • Demonstrated expertise in preparing and reviewing Word and PDF documents (tracked changes, formatting, data extraction, document review)., • Outstanding written and verbal communication skills; meticulous attention to detail., • Ability to manage multiple priorities in a remote, deadline-driven environment., • Experience collaborating with multidisciplinary teams on complex deliverables., • Proven record of producing high-quality, client-ready outputs. Preferred Qualifications: • Experience working with or for Fortune 500 companies., • Prior involvement in legal, healthcare, policy, or financial operations document workflows., • Active publication or presentation record in academic or industry settings.

$35 - $100/hourpayEViewsMacroeconomicsmicro1 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. Job Title: Macroeconomic Modeling Specialist (EViews) Job Type: Contract Location: Remote Job Summary Join our customer's team as a Macroeconomic Modeling Specialist (EViews) and drive the creation, validation, and automation of advanced macroeconomic models. Leverage your expertise in EViews to develop robust time-series and forecasting solutions, contributing essential economic insights that inform key decisions at the organizational level. This remote opportunity is ideal for a passionate modeler who values clarity in communication and excellence in quantitative analysis. Key Responsibilities • Design and implement sophisticated time-series models such as VAR, VECM, ARIMA, and cointegration frameworks using EViews., • Conduct rigorous model diagnostics and validation to ensure robustness and reliability of forecasts., • Automate forecasting workflows for efficiency and scalability within the modeling process., • Translate complex statistical outputs into clear, actionable macroeconomic insights for both technical and non-technical stakeholders., • Document modeling approaches and results with precise, concise written reports., • Collaborate with the customer's team to integrate modeling results into broader economic narratives and policy recommendations., • Stay current with macroeconomic modeling best practices and EViews software updates. Required Skills and Qualifications • Extensive hands-on experience with EViews, including scripting and automation functionalities., • Proven expertise in building, estimating, and validating time-series models—especially VAR, VECM, ARIMA, and cointegration models., • Deep knowledge of model diagnostics, stability tests, and forecasting accuracy measures., • Strong quantitative background with the ability to explain complex modeling processes in clear written and verbal communication., • Demonstrated success in automating modeling and forecasting workflows., • Ability to extract economic meaning from statistical outputs and present findings insightfully., • Self-driven, detail-oriented, and adept at remote collaboration. Preferred Qualifications • Advanced degree in Economics, Econometrics, Applied Statistics, or related field., • Previous experience supporting central banks, policy institutions, or financial sector clients with macroeconomic modeling., • Familiarity with additional econometric software or programming languages (e.g., R, Python, Stata).

$20 - $65/hourpaymicrosoft wordpdf editing toolsdocument formattingtracked changes managementversion controldata extraction (documents)form creation (word/pdf)digital signatures (pdf)secure document handlingcompliance (legal/regulatory)confidentiality managementcross-functional collaborationwritten and verbal communicationattention to detailremote worktraining and stakeholder supportmicro1 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. Job Title: Word and PDF Experts Job Type: Contractor (Part-Time or 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: • Conduct comprehensive document review, editing, and formatting in Word and PDF, ensuring adherence to industry and client-specific standards., • Manage tracked changes, comments, and version control effectively across large and complex files., • Create, edit, and fill dynamic forms and templates tailored to diverse professional needs., • Execute precise data extraction and consolidation from Word and PDF documents., • Collaborate with cross-functional teams to deliver accurate, timely, and confidential document solutions., • Implement and enforce document workflows for legal, regulatory, and compliance-driven projects., • Train and support stakeholders on advanced Word and PDF functionalities and best practices. Required Skills and Qualifications: • Minimum 3+ years’ experience working intensively with Word and PDF tools in professional settings., • Advanced proficiency in document formatting, tracked changes, reviews, and markup., • Exceptional written and verbal communication skills, with acute attention to detail., • Master’s, PhD, or JD degree in a related field (e.g., law, healthcare, academia, public policy, finance)., • Track record of supporting Fortune 500 clients or similarly complex/regulated environments., • Ability to manage confidential information and sensitive materials discreetly., • Self-motivated, adaptable, and effective working independently in a remote, deadline-driven environment. Preferred Qualifications: • Experience working in specialist roles such as legal professionals, healthcare administrators, academic researchers, government consultants, or finance/real estate operations., • Proficiency in advanced PDF features (form fields, digital signatures, secure document handling)., • Portfolio demonstrating high-impact Word and PDF project delivery.

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

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.AI systems learn, reason, and perform.Our platform identifies and vets top talent through an AI recruiter

Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. Analyze complex financial data to identify key trends and provide actionable insights for strategic decision-making. Develop predictive financial models and dynamic visua

We are looking for experienced software engineers to help train and evaluate next-generation AI systems through real-world software engineering tasks. Experts contribute their diverse subject matter knowledge across domains such as finance, healthcare, STEM engineering, and more. This role is best s

$20 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (French Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

chemistry expertisescientific document analysisanalytical reasoningdata interpretationresearch skillsquestion and assessment creationenglish written and verbal communicationcollaborationattention to detailindependent workmicro1 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. Job Title: Chemistry Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task 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: • Analyze and interpret complex scientific documents, datasets, and research papers related to chemistry., • Develop, review, and refine high-quality questions and answers that challenge and expand AI understanding., • Apply analytical techniques to assess and extract key insights from provided materials., • Collaborate with cross-functional teams to ensure scientific rigor and clarity in content., • Interface with documentation and contribute to continuous process improvement., • Provide feedback and domain expertise on model outputs and system performance., • Ensure the accuracy, relevance, and integrity of all chemistry-related data and input. Required Skills and Qualifications: • Bachelor’s degree or higher in Chemistry or a closely related field., • 2+ years of professional experience in academia, laboratory, or industry settings., • Proven ability to read, comprehend, and analyze technical documents and research studies., • Excellent English proficiency, with strong written and verbal communication skills., • Demonstrated experience in data retrieval, computation, and analytical reasoning., • Ability to work independently with minimal supervision, delivering high-quality results., • Strong attention to detail and scientific accuracy. Preferred Qualifications: • Advanced degree (MS, PhD) in Chemistry or related discipline., • Experience in creating educational or assessment materials., • Familiarity with interdisciplinary collaborations (e.g., physics, biology).

financial planningbudgetingretirement planningdebt managementrisk managementcfp certificationcompliancewritten communicationverbal communicationclient relationship managementfinancial problem-solvingfiduciary standardholistic financial coachingmentoringworkflow/process developmentmicro1 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. Job Title: Financial Advisor (CFA or CFP) Job Type: Contractor - US ONLY 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: • Evaluate and review realistic advisory scenarios involving budgets, emergency funds, debt management, retirement planning, and investment decisions tailored to mainstream households., • Assess AI-generated recommendations for suitability, clarity, compliance, and actionable practicality for W-2 earners and middle-income families., • Document how actual advisor-client conversations unfold, including prioritizing goals, discussing tradeoffs, and walking clients through decision points., • Detail decision rules, rules of thumb, and benchmarks commonly used in practice (e.g., cash reserve targets, debt payoff sequencing, retirement savings rates)., • Deliver clear, plain-language written feedback to enhance AI explanations, next steps, and client communication., • Identify and flag compliance or risk issues, emphasizing a fiduciary, client-first approach and appropriate referral scenarios (CPA, attorney, insurance)., • Contribute to the development of workflows and processes that reflect best practices in everyday personal finance advising. Required Skills and Qualifications: • 3+ years of hands-on, client-facing experience providing holistic financial planning to mainstream households in roles such as Financial Advisor, Wealth Advisor, or Personal Financial Consultant., • Expertise in budgeting, cash flow analysis, debt management, retirement savings strategies, college planning, and basic risk management (insurance needs analysis)., • CFP® certification strongly preferred (or CFP exam passed with substantial relevant experience); CFA, ChFC, or similar planning credentials considered with strong mainstream client work., • Exceptional written and verbal communication skills, with a talent for breaking down complex topics for non-experts., • Demonstrated commitment to fiduciary standards, compliance, and high-integrity client service., • Experience mentoring others, developing workflows, or standardizing planning processes., • Comfort working asynchronously and independently in a remote setting. Preferred Qualifications: • Prior experience in roles blending financial planning and ongoing coaching, such as workplace financial consultant or advisor at national firms., • Background designing or improving standardized planning processes or digital advisory journeys., • Familiarity with personal finance apps, digital advice platforms, or AI-driven tools and a strong interest in innovation within the advisory space.

physics research analysisscientific writingcritical thinkingproblem-solvingdata analysisquestion and exam creationremote collaborationtime managementanalytical reasoningtechnical document synthesisai training content developmentinterdisciplinary teamworkattention to detailindependent workdigital content creationmicro1 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. Job Title: Physics Expert Job Type: Contractor Location: Remote Rate: 20$-50$ per task 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: • Thoroughly analyze, interpret, and summarize complex physics documents and research papers., • Create and review high-quality questions and problems related to diverse physics topics for AI model training., • Extract key data, perform detailed computations, and validate analytical solutions in various physics domains., • Deliver clear, concise written explanations and rationales for technical problems and solutions., • Collaborate with a multidisciplinary remote team while maintaining independence in daily work., • Leverage your specialist expertise to ensure accuracy and depth in all content generated or reviewed., • Maintain a high standard of quality and consistency while meeting ongoing deadlines. Required Skills and Qualifications: • 2+ years of professional experience in physics or a closely related field, either in academia or a lab/workplace setting., • Exceptional written and verbal English communication skills, with strong attention to detail., • Proven ability to read, analyze, and synthesize technical documents and research literature., • Demonstrated experience creating, editing, or reviewing scientific questions, exams, or technical exercises., • Ability to work independently and proactively with minimal supervision in a remote setting., • Excellent critical thinking and analytical skills for data evaluation and problem solving., • Strong time management abilities to handle multiple tasks efficiently. Preferred Qualifications: • Advanced degree (MSc, PhD) in Physics or a related discipline., • Experience interfacing with AI, EdTech, or digital content creation projects., • Familiarity with interdisciplinary scientific analysis and collaborative workflows.

$30 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (Korean Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

$80 - $110/hourpayfinancial planninginvestment managementretirement planningtax-aware strategiesclient relationship managementcommunicationregulatory compliancehigh-net-worth client advisingjudgment and decision-makingcertified financial planner (cfp)Certified Financial Advisor (CFA)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. Job Title: Personal Financial Advisor (Private Wealth) Job Type: Contractor - US ONLY 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: • Deliver personalized, actionable financial guidance spanning budgeting, investment planning, retirement strategies, and debt management., • Review and assess realistic client scenarios to inform the development of advanced AI-assisted financial planning tools., • Provide clear, structured written feedback to help enhance AI systems’ ability to support advisors and end clients with diverse financial needs., • Communicate complex financial concepts in a client-centric, easily understandable way., • Utilize strong judgment to balance immediate financial needs with long-term planning considerations., • Ensure all guidance reflects up-to-date regulatory compliance and best practices in private wealth management., • Act as a subject matter expert to ensure AI outputs reflect high-quality, thoughtful advice aligned with industry standards. Required Skills and Qualifications: • 3+ years of hands-on experience in personal financial advisory or private wealth management, advising individual clients., • Proven ability to build trust and rapport with high-net-worth or mass affluent clients., • Deep knowledge of financial planning, investment management, retirement planning (401k, IRA, etc.), and debt management., • Solid grasp of tax-aware strategies and regulatory frameworks relevant to personal finance., • Excellent written and verbal communication skills, with an ability to translate complex advice into clear, actionable steps., • Exceptional judgment and decision-making capability in high-impact client scenarios., • CFP, CFA, or equivalent credential required. Preferred Qualifications: • Direct experience at leading financial institutions such as Schwab, J.P. Morgan, Morgan Stanley, Bank of America Merrill Lynch, or Chase Private Banking., • Exposure to AI-assisted financial planning tools or processes (helpful but not required)., • Track record of delivering high-quality advice that balances both technical accuracy and client-centric clarity. Join our customer’s team and leverage your expertise to help design the next generation of AI-assisted financial advisory solutions. This high-bar role offers you the chance to impact how tomorrow’s advisors and clients will make better financial decisions—through your expert input, judgment, and real-world experience.

$20 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (German Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

$13 - $13/hourpayVideo CapturingIMU (Inertial Measurement Unit)Attention to Detailmicro1 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. Job Title: Data-Video Generalist Job Type: Contractor Location: Remote - experts based in Alabama, Arkansas, Georgia, Idaho, Indiana, Iowa, Kansas, Kentucky, Louisiana, Mississippi, Montana, Nevada, New Hampshire, North Carolina, North Dakota, Ohio, Oklahoma, Pennsylvania, South Carolina, South Dakota, Tennessee, Texas, Utah, Virginia, West Virginia, and Wisconsin. 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: • Capture precise motion data using your smartphone’s sensor suite (IMU) during specified physical tasks., • Supported devices include the iPhone 11 and later, Google Pixel 6 and later, and Samsung Galaxy S21 and later., • Record synchronized video footage to validate and enhance the integrity of collected sensor data., • Follow detailed technical protocols to ensure all submissions meet strict quality, labeling, and determinism standards., • Consistently contribute a minimum of 10 hours of approved video data per week throughout the project duration., • Communicate effectively with the team to clarify guidelines and provide feedback on data collection processes., • Ensure timely and reliable delivery of data outputs in accordance with project milestones., • Participate in required device compatibility checks and a custom AI-enabled interview process. Required Skills and Qualifications: • Access to a head strap to be able to record both hands within 48 hours of the start date., • Demonstrated adherence to standardized protocols and rigorous technical instructions., • Proven ability to manage and deliver reliable output in a fast-paced, data-driven environment., • Strong written and verbal communication skills; ability to document work and collaborate remotely., • Experience with mobile devices and a high level of digital literacy., • Physical capability to perform repetitive movement tasks safely and accurately., • Access to a compatible smartphone for high-fidelity sensor and video data collection., • Eligibility to work in designated U.S. states., • Note: Applications submitted with a Gmail address are strongly preferred for seamless tool integration. Compensation Structure Compensation is output-based; experts are paid per recorded video that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Start Timeline & Availability We typically fill roles within 48 hours, so we’re looking for teammates who are ready to jump in. If selected, we’d love for you to start your first task as soon as you move forward with your application. The expectation is to begin within ~24 hours of completing onboarding. Equipment Requirements Mobile: Tasks for this project must be performed from a mobile device (smartphone). Experts will record their workflow directly from the mobile device while completing tasks. Head Strap / Wearable: Tasks for this project must be performed using a head-mounted camera (head strap setup). Experts will record first-person video of physical tasks. The required head strap and any accompanying equipment specifications will be shared during onboarding.

$20 - $70/hourpayBusiness Analysis & CommunicationAdvanced Office Suite ProficiencyAttention to Detailmicro1 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. Job Title: Business Document Expert (Chinese Speaker) Job Type: Contract Location: Remote (Ideally based in the US) Job Summary Join our customer's team as a Business Document Expert and play a pivotal role in evaluating and elevating the next generation of AI-driven productivity tools. In this fully remote role, you'll harness your business acumen and advanced Office Suite skills to ensure AI-generated business documents meet the highest standards of excellence, clarity, and professionalism. Key Responsibilities • Collaborate directly with AI systems to execute sophisticated business tasks using Excel, PowerPoint, and Word., • Evaluate, critique, and deliver structured feedback on diverse AI-generated deliverables spanning finance, strategy, marketing, and operations., • Design and test realistic business scenarios that reflect current professional workflows, including analysis, presentations, reporting, and proposals., • Review AI outputs for precision, business relevance, and adherence to Fortune 500 or consulting-level quality standards., • Communicate actionable insights and recommendations to cross-functional teams, driving continuous AI improvement., • Annotate, document, and escalate recurring issues to ensure AI systems consistently meet business user needs., • Champion quality, structure, and clarity in every deliverable, helping bridge the gap between business expertise and AI innovation. Required Skills and Qualifications • Bachelor’s degree or higher in Business, Finance, Economics, Marketing, or a related field., • 3+ years of professional experience in business functions such as strategy, finance, marketing, operations, sales, or HR., • Proven mastery of Excel, PowerPoint, and Word for creating polished, professional business deliverables., • Exceptional analytical, organizational, and both written and verbal communication skills., • Acute attention to detail with the ability to critically assess and provide clear, constructive feedback., • Familiarity with AI tools (e.g., ChatGPT, Claude, Copilot) or an eagerness to quickly learn in an evolving, tech-focused environment., • Self-starter attitude, thriving in an independent, remote, and fast-paced work environment. Preferred Qualifications • Experience at a Fortune 500 company, top-tier consulting firm, or leading financial institution., • Background in AI evaluation, prompt engineering, or document automation tools., • MBA or advanced degree, and experience mentoring or providing structured feedback on business deliverables.

$45 - $65/hourpaymicro1 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. Job Title: Consultant Expert Job Type: Contractor 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. Key Responsibilities: • Leverage your specialized industry knowledge to provide critical input and feedback for AI system training and evaluation., • Review, edit, and generate written materials in Word and PDF formats, ensuring content aligns with professional standards in your field (legal, government communications, healthcare, etc.)., • Assess the accuracy, clarity, and relevance of technical or domain-specific documents utilized by AI models., • Collaborate with a dynamic remote team to improve model performance and reliability through hands-on assessments., • Communicate findings and recommendations clearly and professionally, both in written reports and verbal discussions., • Stay current with trends and best practices within your domain to ensure AI learning remains relevant and up-to-date. Required Skills and Qualifications: • Exceptional written and verbal communication skills, with a proven ability to articulate complex concepts clearly., • Expertise in a specialized field where professional writing and document review are core components (e.g., legal, government, healthcare)., • Experience working with Word and PDF formats for professional documentation., • Minimum 3 years of relevant industry or domain experience., • Master’s, PhD, or JD from a recognized university, or equivalent practical expertise., • Experience working within Fortune 500 companies or other highly recognizable brands., • Strong attention to detail and analytical abilities. Preferred Qualifications: • Track record of producing or reviewing regulatory, policy, or compliance documents., • Experience with cross-functional or cross-disciplinary project teams in a remote environment., • Published papers, thought leadership, or formal recognition within your area of expertise.

$30 - $65/hourpayFinancemicro1 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. Job Title: Finance Expert Job Type: Contractor 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: • Provide high-level insights and feedback on finance-related content, especially within Private Equity (PE) and Investment Banking (IB) domains., • Evaluate and refine financial models, reports, and documents to ensure accuracy and relevance., • Review and assess AI-generated outputs for correctness, clarity, and alignment with industry standards., • Collaborate with technical teams to communicate complex financial concepts effectively, both in written and verbal form., • Stay up-to-date with the latest trends and best practices in finance, particularly in the PE and IB sectors., • Deliver constructive, actionable recommendations to enhance AI training and outputs., • Serve as a subject matter expert, ensuring data integrity and the highest level of domain-specific nuance in all tasks. Required Skills and Qualifications: • Deep expertise in finance, with demonstrable experience in Private Equity and/or Investment Banking domains., • Exceptional written and verbal communication skills, able to explain intricate concepts clearly and concisely., • Strong analytical and problem-solving abilities, with a keen attention to detail., • Experience reviewing, editing, or creating complex financial materials., • Proven ability to work independently in a remote environment, managing deadlines and priorities efficiently., • High level of integrity and professional judgment in handling sensitive information., • Familiarity with industry standards, financial modeling, and reporting best practices. Preferred Qualifications: • Advanced degree in Finance, Economics, or a related field., • Prior experience contributing to AI, data annotation, or technology-driven finance projects., • Certifications such as CFA, CPA, or similar credentials are a distinct advantage.

$50 - $58/hourpayFinancemicro1 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. Job Title: Corporate Finance Expert Job Type: Contract 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. Key Responsibilities: • Design technically demanding finance prompts and tasks that mirror investment banking, private equity, and corporate finance complexity, • Develop gold-standard solutions in Excel and PowerPoint to set objective benchmarks for AI model evaluation, • Create and refine clear grading rubrics for assessing AI outputs on transaction and modeling exercises, • Construct, modify, and review advanced financial models (3-statement, valuation, LBO, M&A, sensitivity analyses), • Produce transaction analyses and investment materials with a client-ready, production-grade level of detail, • Develop and adapt professional templates, decks, and supporting materials commonly used across IB, PE, and Corp Dev, • Ensure all deliverables are precise, unambiguous, and uphold industry standards Required Skills and Qualifications: • Hands-on experience in financial modeling, valuation, and transaction analysis, • Advanced Excel proficiency, including scenario analysis and model integrity checks, • Expertise in building polished, professional PowerPoint presentations and investment decks, • Strong familiarity with standard IB/PE/Corp Dev templates and processes, • Proven track record working on live deals, investments, or transaction execution, • Exceptional written and verbal communication skills, with a keen eye for detail and clarity, • Ability to independently produce client-grade financial materials under tight timelines Preferred Qualifications: • Experience evaluating or testing AI models, or developing technical prompts and assessments, • Exposure to multiple finance domains (e.g., IB to PE, consulting to Corp Dev), • Prior work creating training data or technical assessments for advanced technology initiatives

$45 - $65/hourpaymicro1 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. Job Title: Financial Planning and Analysis Expert Job Type: Contract 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. Key Responsibilities: • Analyze complex financial and marketing datasets to deliver actionable business intelligence., • Develop, refine, and implement advanced financial models, forecasts, and scenario analyses., • Create comprehensive rubrics using your field knowledge to enhance and refine AI models., • Prepare, review, and optimize financial reporting under US GAAP/IFRS standards., • Collaborate with cross-functional teams to support strategic planning and decision-making., • Ensure compliance with financial regulations and internal controls., • Advise on key SaaS metrics, including ARR, MRR, CAC, and LTV, to inform business strategies. Required Skills and Qualifications: • Bachelor’s degree in Accounting, Finance, Economics, Engineering, or a related quantitative field., • Minimum 3 years’ experience in finance, accounting, FP&A, audit, or SaaS finance., • Investment banking experience is highly preferred, • Exceptional written and verbal communication skills, with the ability to distill complex concepts for diverse audiences., • Strong analytical mindset and attention to detail. Preferred Qualifications: • CPA, CFA, or a similar advanced financial certification., • 7+ years of overall professional experience., • In-depth experience with SaaS metrics and performance analytics.

Job Description Association for Mental Health and Wellness is seeking a Nonprofit CFO (Chief Financial Officer) to manage the financial operations of the agency, ensuring the agency’s financial health and sustainability. This role will oversee all financial reporting, budgeting, forecasting, financial analysis, and fiscal compliance requirements. The Nonprofit CFO will work closely with the CEO (Chief Executive Officer) and the Board of Directors to develop and implement strategies that support the agency’s mission and goals. Key responsibilities may include, but are not limited to: Financial Management • Develop and implement financial strategies that support the agency’s mission and goals, • Manage and oversee all financial operations, including accounting, budgeting, forecasting, and financial analysis, • Ensure the accuracy and completeness of financial records, including the general ledger, accounts payable and receivable, payroll, and other financial systems, • Prepare and present financial reports to the CEO and Board of Directors, providing analysis and recommendations as needed, • Ensure compliance with all financial reporting and regulatory requirements, including tax filings, audits, and other reporting requirements, • Develops and maintains systems of internal controls to safeguard financial assets; including establishing controls over financial reporting, fraud prevention, and disclosure, • Ensures that finance staff maintains financial record systems in accordance with generally accepted accounting principles, and monitors the use of all funds, • Manage relationships with external partners, including banks, auditors, and other financial service providers Budgeting and Forecasting • Develop and oversee the annual budgeting process, working closely with program leadership to develop realistic and achievable budgets, • Prepares operating budgets for Requests for Proposals (RFP’s) and participates in grant proposal writing and reports as requested, • Monitor actual performance against budget and provide regular updates and analysis to the CEO and Board of Directors, • Develop and maintain financial forecasting models that support long-term financial planning and decision-making Strategic Planning and Leadership • Work closely with the CEO and Executive leadership to develop and implement strategic plans and goals that support the organization’s mission and vision, • Lead the Finance Committee, collaborating with other committee members to provide strategic financial guidance and support to the organization, • Provide leadership and mentorship to the finance team (Accounting, Billing, Accounts Payable and Accounts Receivable) , fostering a culture of continuous improvement and professional development, • Responsible for the supervision of the Coordinator of Facilities and Maintenance and the oversight of Housing Program operations, • Oversee project for on-time delivery form outside vendors; IT, data warehouse, building and maintenance, • Collaborate with other program leadership to develop and implement strategies that support the organization’s mission and goals; driving program sustainability and growth Board Relations and Reporting • Report on the financial performance of the agency to the Board of Directors, including regular updates on budget performance, forecasts, and financial risks and opportunities, • Collaborate with the CEO and Board of Directors to develop and implement financial policies and procedures that align with the agency’s values and strategic goals, • Represent the agency at internal and external events and meetings, providing financial guidance and support as needed Tax Filing and Compliance • Oversee all tax filings and compliance requirements, ensuring that the agency is in compliance with all relevant laws and regulations, • Maintains a thorough working knowledge of federal, state and managed care reimbursement payment methodologies, including: contractual accounting, payment calculations, billing requirements and compliance issues, • Manage relationships with external auditors and other financial service providers to ensure compliance with all reporting and regulatory requirements Qualifications: • Bachelor's degree in Finance or Accounting and/or its equivalent required, CPA preferred., • Minimum ten years' in a CFO role required, • Behavioral health/healthcare experience preferred, • Knowledge of Health Insurance, including Medicaid, Medicare and MCO’s required; Behavioral Health billing a plus, • Experience working with finance and accounting software packages; knowledge of Fund EZ nonprofit accounting software preferred, • Proven track record of successful financial management, including experience developing and implementing financial strategies, managing budgets, and overseeing financial reporting and compliance, • Must have knowledge with specific funding sources: OMH, OTDA, HUD, • Excellent verbal and written communication skills required, • Exceptional organizational, communication, leadership, and interpersonal skills, • Accuracy and attention to detail are essential, • Strong quantitative and analytical skills required, • Demonstrated ability to set priorities, handle multiple assignments, and work with resourcefulness and efficiency in a fast-paced and changing environment, • A commitment to supporting psychiatric recovery and emotional healing and wellness Monday-Friday 8:30-4:30

Professional Automotive finance manager wanted for our dealership group. Must have at least 2+years as a New car dealership finance manager, strong on Customer service and selling product.

Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets. To succeed in this position, you should have expert-level financial reasoning and formal training in a finance-related discipline. Proficient in financial analysis, financial modeling, d

We're currently expanding into an exciting new area – teaching AI Assistant models to be a more useful tool for finance professionals. We're seeking experienced finance professionals with advanced degrees (MBA+) and professional experience to use their expertise to help shape how AI understands

We’re growing a team of finance experts, and as the team grows, so will your opportunities. Review and improve AI Assistant answers to questions about macro trends, corporate finance, and capital markets. To succeed in this position, you should have expert-level financial reasoning and formal tra