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$50 - $58/hourpayFinanceAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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/hourpayAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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).

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.

$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.

$20 - $70/hourpayLibrespritePixel ArtGraphic DesignIllustrationAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$30 - $65/hourpayFinancemicro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale. Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$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.

statistics & Mathematicsdata handlingdata collectingdata analysis and modelingdata visualizationdata clesningprogrammingmicro1 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 Scientist 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: • Collect, clean, and preprocess diverse data sets to ensure integrity and readiness for analysis., • Develop, validate, and implement statistical models to extract actionable insights from complex data., • Conduct exploratory data analysis to identify trends, patterns, and opportunities for business improvement., • Present findings and recommendations through compelling data visualizations and reports, tailored for technical and non-technical stakeholders., • Collaborate closely with team members to design and execute end-to-end data projects, from ideation to delivery., • Continuously improve analytical methodologies and automation processes to enhance data workflows., • Communicate effectively in both written and verbal formats, ensuring clarity and impact of data-driven recommendations. Required Skills and Qualifications: • Expertise in statistics, mathematics, and data analysis techniques., • Proven experience in collecting, handling, and cleaning large, complex data sets., • Proficiency in programming languages such as Python, R, or similar for data manipulation and modeling., • Strong data modeling skills with experience in building and validating predictive models., • Advanced ability to visualize data using tools like Tableau, Power BI, or related libraries., • Meticulous attention to detail and commitment to data quality at every stage., • Excellent written and verbal communication skills, with an emphasis on clarity and precision. Preferred Qualifications: • Experience working in a remote, cross-functional, or customer-focused team environment., • Background in developing and deploying machine learning solutions in production settings.

$45 - $65/hourpayAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$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 supportAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$55 - $70/hourpayCommercial InsuranceSpecialty InsuranceCommercial P&CUnderwritingLiability CoveragePolicy InterpretationInsurance ComplianceCoverage AnalysisInsurance OperationsAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$50 - $120/hourpayGodotGame Developmentmicro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale. Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

biological data analysisscientific reading comprehensionassessment and question creationwritten and verbal communicationremote team collaborationAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for AI. Job Title: Biology Expert Job Type: Contractor Location: Remote Rate: 20$-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.

$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 teamworkAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

chemistry expertisescientific document analysisanalytical reasoningdata interpretationresearch skillsquestion and assessment creationenglish written and verbal communicationcollaborationattention to detailindependent workAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for AI. Job Title: Chemistry Expert Job Type: Contractor Location: Remote Rate: 20$-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).

$40 - $100/hourpayQGISGeographyMappingAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$20 - $70/hourpayKritaIllustrationAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$35 - $100/hourpayEViewsMacroeconomicsAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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).

$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.

$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: • Several 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.

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: • Several 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.

$13 - $13/hourpayVideo CapturingIMU (Inertial Measurement Unit)Attention to DetailAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for AI. Job Title: Data-Video Generalist Job Type: Contractor Location: Remote - experts based in Alabama, Georgia, Idaho, Indiana, Iowa, Kansas, Kentucky, Louisiana, Mississippi, New Hampshire, North Carolina, North Dakota, Oklahoma, Pennsylvania, South Carolina, Tennessee, Texas, Utah, 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. Minimum submission requirements apply: videos must be at a specific length defined by the project, and experts must submit a minimum of 10 to 15 hours of video per week. 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. Tasks for this project must be performed from a mobile device (smartphone or tablet). 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.

$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.

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 modelsAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$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 - $60/hourpayadvanced word skillsadvanced pdf toolspolicy analysisregulatory compliancedocument drafting and reviewprofessional written communicationverbal communicationproject managementattention to detailstrategic consultationAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$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.

$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 (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.

mechanical engineeringtechnical document analysisproblem-solvingwritten and verbal communicationdata analysisattention to detailself-managementinterdisciplinary collaborationtechnical content creationdata quality assurancemicro1 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: Mechanical Engineer 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

LegalContract Review & NegotiationCase AnalysisRisk AssessmentCorporate LawRegulatory ComplianceLitigation SupportLegal ResearchDue DiligenceDispute ResolutionConfidentiality & Ethicsmicro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale. Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$45 - $65/hourpayAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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.

$60 - $120/hourpayPythonRustGoLangFull-stackJAVANode.jsAndroid DevelopmentiOS DevelopmentAbout micro1micro1 connects domain experts to the development of frontier AI models. Real-world expertise is turned into training data, evaluations, and feedback loops that improve how models perform. AI labs and enterprises use micro1 to train models and build reliable AI agents through advanced evaluations and reinforcement learning environments. Experts contribute directly to how AI systems learn, reason, and perform across domains like finance, healthcare, engineering, and more. Our platform identifies and vets top talent through an AI recruiter, enabling high-quality contributions at scale.Our goal is to enable 1 billion people to do meaningful work by applying their expertise to AI. We’ve raised $40M+ in funding, and our AI recruiter has powered over 1 million AI-led interviews as our global network of experts grows into the human intelligence layer for 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 - $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.

$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.

$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.

Job Description osition: Hybrid Social Worker LMSW Type: Fulltime/Permanent, Direct Hire Location: Bronx, NY (Hybrid – 1 day onsite per week) Schedule: Remote with one required onsite day weekly Pay Details- $70K - $75K+ Benefits Key Responsibilities • Provide behavioral health support to pediatric patients (age 6+), • Deliver care in a hybrid setting (primarily remote with onsite collaboration), • Work with interdisciplinary teams to support patient outcomes Qualifications • 1+ years of clinical experience required, • Active New York State LMSW license, • Spanish bilingual required. Company DescriptionLanceSoft is rated as one of the largest staffing firms in the US by SIA. Our mission is to establish global cross-culture human connections that further the careers of our employees and strengthen the businesses of our clients. We are driven to use the power of our global network to connect businesses with the right people, and people with the right businesses without bias. We provide Global Workforce Solutions with a human touch.LanceSoft is rated as one of the largest staffing firms in the US by SIA. Our mission is to establish global cross-culture human connections that further the careers of our employees and strengthen the businesses of our clients. We are driven to use the power of our global network to connect businesses with the right people, and people with the right businesses without bias. We provide Global Workforce Solutions with a human touch.

Job Description Senior Health Economics Analyst Location: Remote Supervisor/Reporting to: Director, Performance Reliability Job Purpose: The Senior Health Economics Analyst is responsible for identifying and delivering data-driven insights and analytical support to senior leadership of IVIRMA North America. Success in the role will be achieved through the ability to leverage both qualitative and quantitative data to create business intelligence to guide strategic execution. This role serves to create and deliver reliable, insightful and actionable insight to improvements and opportunities for performance reliability – supporting our teammates in delivering a world-class patient experience. Essential Functions and Accountabilities: • Supports the design, development, and implementation of reporting to support data-driven decision making and insight. Partners with finance, commercial and business leaders to translate needs and requirements into dashboards and reporting with high utility., • Assists in the design and evaluation of organizational KPIs for potential replacement or evolution as the organization grows., • Prepares and analyzes medical cost and leading indicator data to develop presentations for executive and senior leadership. Interpret results and articulate actionable recommendations that maximize outcomes and ensures organizational targets are met., • Tracks performance of key performance indicators for outlined regions and teams as requested., • Supports finance, commercial and operations in the annual and multi-year planning processes including market durability, • Performs data validation to ensure completeness and accuracy of queries and reports and reconciles discrepancies., • Participates in the maintenance of existing queries and reports, re-writing and enhancing these queries as needed., • Participates in the presentation of complex concepts and results to end users and stakeholders Academic Training: • Bachelor’s degree in Computer Science, Information Services, or other technical or healthcare field – highly preferred, • Studies level: University Education (Bachelor’s Degree), • Studies area: Computer Science/Engineering or other related field Position Requirements/Experience: • Experience working in medical/healthcare industry - preferred, • Knowledge of data collection, storage, and maintenance concepts - required, • Knowledge in predictive modeling - a plus, • Database organization, design, and maintenance skills., • Ability to troubleshoot database programs Technical Skills: • Knowledge of PowerBI - required, • Knowledge of Microsoft Office Suite: Word, Excel (Pivot Tables/Look-Ups), Access, and OneNote – required, • Knowledge of Tableau - preferred IVI-RMA offers a comprehensive benefits package to all employees who work a minimum of 30 hours per week. • Medical, Dental, Vision Insurance Options, • Retirement 401K Plan, • Paid Time Off & Paid Holidays, • Company Paid: Life Insurance & Long-Term Disability & AD&D, • Flexible Spending Accounts, • Employee Assistance Program, • Tuition Reimbursement About IVIRMA Global: IVIRMA is the largest group in the world devoted exclusively to human Assisted Reproduction Technology. Along with the great privilege of providing fertility care to our patients, IVIRMA embraces the great responsibility of advancing the field of human reproduction. IVIRMA Innovation, as one of the pillars of IVIRMA Global, is a renowned leader in fertility research and science. Check out our websites at: https://rmanetwork.com/ & https://www.ivirma.com/ EEO “IVIRMA is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: IVIRMA is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at IVIRMA are based on business needs, job requirements and individual qualifications, without regard to race, color, religion and/or belief, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. IVIRMA will not tolerate discrimination or harassment based on any of these characteristics. IVIRMA encourages applicants of all ages.”

Job Description We are Gelber Group -- Passion for Trading. Powered by Technology. Headquartered in Chicago with offices across the United States and Europe, for more than 40 years, we have set the bar as one of the industry's most innovative and enduring proprietary trading firms. Our success stems from a relentless pursuit of new trading ideas and careful attention to technology. We believe in a culture of entrepreneurship, innovation, and collaboration and we empower each member of our team to have a meaningful impact from the very start of their career with Gelber. We invest in our future through our technology and talented staff, strategically committing resources to move our firm forward and help our people succeed. We trade a little bit of everything here and are always looking to expand into new opportunities. Our flat organizational structure and focus on a true meritocracy attracts individuals with an edge which contributes to our consistent success. As an Experienced Discretionary Energy Trader, you will have a real opportunity to have a huge impact on the firm. You will work side by side with other successful and talented individuals to capitalize on market opportunities across global energy markets. This role is for someone who flourishes in a fast-paced environment, has a strong work ethic, a competitive attitude, and a proven record of profitability in a trading position for at least 3 years. This is a senior risk-taking role that will be a key idea generator for the desk. The ideal candidate would work hybrid from our headquarters in Chicago, IL or office in White Plains, NY, though we are open to remote candidates. What you'll do: • Manage your own trading book with a focus on energy markets such as refined products, natural gas, and power, • Manage your own risk across a portfolio of active strategies and drive trading decisions, • Analyze market fundamentals including supply/demand dynamics, storage levels, weather patterns, geopolitical developments, and regulatory changes, • Interpret price action, spreads, and order flow to identify trading opportunities, • Develop, test, and refine discretionary or systematic-informed strategies using historical and real-time market data, • Continuously monitor market conditions, news, and macroeconomic and energy-specific events, • Monitor material changes in levels of risk and variance in PnL, especially focused around deviation from your plans, and proactively communicate those changes to leadership What we'd like to see: • Experience trading energy products such as natural gas or power., • Nice-to-have experience includes emissions markets, biofuels, Renewable Energy Certificates, or cross-commodity trading, • Proven track record independently managing a PnL, or being a senior member of a team driving strategy, • Prior Proprietary Trading or Hedge Fund PM experience strongly preferred, • Larger bank or physical trading shop experience may be considered if significant decision-making autonomy existed, • Defined discretionary edge in energy markets such as fundamental modeling, weather-driven analysis, flow-based insights, or relative value/spread trading, • Strong understanding of energy market structure (e.g., storage, transportation, seasonality, regional dislocations), • Entrepreneurial mindset with competitive nature, • Excellent communication and interpersonal skills with the ability to work both autonomously and as a team player, • Quant skills and data literacy are a plus but not required; ability to incorporate data into decision-making is preferred, • Openness to feedback and willingness to adapt your trading style with changes in market conditions, • 3+ years of verified, risk-adjusted profitability The approximate annual base compensation range for this position in Chicago, IL and New York is $72,000 to $120,000. The actual offer, reflecting the total compensation package plus benefits, will be determined by a number of factors which include, but are not limited to, the applicant's experience, knowledge, skills, and abilities; geographic location; and internal equity. In addition to your salary, our total rewards package includes health benefits, a 401(k) plan, PTO, parental leave, professional development, tuition reimbursement and discretionary bonus, enhancing your overall total rewards package. Benefits Highlights • Gelber offers a wide range of benefits to full-time employees in order to meet you and your covered dependents needs. Our comprehensive benefits offering includes:, • Traditional and Roth 401(k) retirement program, • Comprehensive health benefits including medical coverage provided by Blue Cross and Blue Shield (PPO and HDHP/HSA) and dental coverage, • Tuition reimbursement for Graduate courses (taken after employment begins), • Flexible Spending Accounts for health care and dependent care; pre-tax commuter benefits for parking and transit expenses, • Life insurance and long-term disability coverage, • Generous vacation time, paid holidays, and paid parental leave, • Enjoyable collaborative and open work environment, • Employee referral bonus program, • Charitable giving and company matching opportunities, • Casual, relaxed dress code If you are based in California, we encourage you to read the Gelber Privacy Notice for California Employees and Applicants, linked here.

Job DescriptionTitle: Service Parts Coordinator Location: Englewood, NJ- 5 days in office Position Summary: Hanwha Vision America (HVA) is an affiliate of the Hanwha Group, a Fortune Global 500 company. HVA is an industry-leading provider of advanced network video surveillance products, including IP cameras, storage devices, and video management systems, founded on world-class technologies. We offer end-to-end security solutions and have achieved global success across a wide range of industry verticals, including retail, transportation, education, banking, healthcare, hospitality, and airports. Hanwha Vision America (HVA) is seeking a Service Parts Coordinator who can provide hands-on experience in parts inbound and outbound operations, warehouse organization, parts process handling, and internal support. Focused on stable daily operations, accurate inventory control, and supporting service teams through reliable physical and system-based workflows. Key Responsibilities: • Parts inventory inbound/outbound handling, • Physical stock organization and cycle counting, • RMA and defective parts management, • Packing, labeling, and shipping, • UPS and ERP system processing, • First-level response for internal parts inquiries, • Warehouse organization and cleanlinessQualifications:, • Managed daily parts receiving, sorting, storage, and shipping operations, • Basic English required / Korean required, • Organized inventory locations and maintained a clean, structured warehouse layout, • Handled RMA processes, including defective parts separation, HDD returns, and scrap management, • Performed regular physical inventory checks and basic inventory reporting, • Supported internal teams (Service, Admin, CS) with parts-related requests, • Prepared shipments, including packing lists and basic shipping documentationEducation: Associate Degree or equivalent experience (Logistics / Business / Electronics preferred) Physical Demands: • Sitting/Travel: The role requires extended periods of sitting, including time spent traveling by car or plane, attending meetings, and working on a laptop or mobile devices while in offices, client locations, or remote settings. The position also involves periods of standing and walking during client visits and events., • Able to lift up to 30 lbs, • Comfortable standing and walking during warehouse operations, • Hands-on physical work, including packing and loading

Job Description Title: Repair Technician Location: Englewood, NJ Hire will be through 3rd party agency Position Summary: Hanwha Vision America (HVA) is an affiliate of the Hanwha Group, a Fortune Global 500 company. HVA is an industry-leading provider of advanced network video surveillance products, including IP cameras, storage devices, and video management systems, founded on world-class technologies. We offer end-to-end security solutions and have achieved global success across a wide range of industry verticals, including retail, transportation, education, banking, healthcare, hospitality, and airports. Hanwha Vision America (HVA) is seeking a motivated Entry-Level Repair Technician to join our Service Operations team in Englewood, New Jersey. This position provides an excellent opportunity for individuals interested in electronics repair, troubleshooting, and technical service operations. Previous repair experience is welcome but not required. Comprehensive training and hands-on coaching will be provided. We are looking for individuals who are dependable, willing to learn, and interested in building a long-term career within a stable and growing global organization. Key Responsibilities: • Perform component-level and module-level repair of Hanwha Vision products, including CCTV cameras, recorders, and related devices, • Conduct functional testing and quality verification of repaired products, • Replace defective components and assemblies according to repair procedures, • Prepare repaired products for shipment, including packaging and outbound processing, • Maintain accurate repair records and work documentation, • Follow established repair, quality, and safety procedures, • Support general service center operations as assigned Qualifications: • Authorized to work in the United States, • Basic computer skills, • Strong attention to detail, • Reliable, responsible, and self-motivated, • Positive attitude and willingness to learn, • Ability to work effectively in a team environment Preferred Qualifications • Interest in electronics, technology, or repair-related work, • Experience with PC assembly, electronic devices, or technical troubleshooting, • Previous experience in repair, manufacturing, warehouse, or technical support environments, • Ability to communicate in both Korean and English is a plus Training & Development • Entry-Level position with structured training provided, • Hands-on training in electronics repair and technical service operations, • Opportunity to gain experience within a global technology company, • Career development opportunities based on performance and contribution Physical Demands: • Sitting/Travel: The role requires extended periods of sitting, including time spent traveling by car or plane, attending meetings, and working on a laptop or mobile devices while in offices, client locations, or remote settings. The position also involves periods of standing and walking during client visits and events., • Able to lift up to 30 lbs, • Comfortable standing and walking during warehouse operations, • Hands-on physical work, including packing and loading

Saks Global - - Responsibilities: Demonstrate expert styling and brand knowledge to drive sales; Utilize omni-channel and digital tools to engage clients; Service both in-store and remote/digital clients; Achieve personal sales, client conversion, and wardrobing goals; Collaborate to create a posit

About The Role This role focuses on improving AI systems’ reasoning in acute and emergency care using high-quality, evidence-based clinical data. The work involves designing realistic emergency medicine scenarios, evaluating AI-generated outputs, and enhancing clinical reasoning across emergency care workflows. Position: Emergency Medicine Expert Type: Hourly Contract Engagement: Remnote Global | Part-time Compensation: $130–$180/hour Location: Remote (United States & Canada) Role Responsibilities Design clinically realistic emergency medicine scenarios including triage, undifferentiated complaints, resuscitation, procedural sedation, and disposition planning Develop high-quality “gold standard” responses at attending-level depth and accuracy Evaluate AI-generated outputs using structured medical rubrics Provide detailed written feedback to improve model reasoning and clinical accuracy Participate in onboarding sessions and specialty calibration discussions Ensure outputs align with evidence-based emergency medicine practices and standards Requirements Attending physicians: Board certified with a current, active, unrestricted medical license Resident physicians: Final year of residency (recent graduates must be board-eligible) Fellows: Board-certified or board-eligible in primary specialty with an active medical license Strong clinical reasoning and decision-making skills in emergency medicine Excellent written communication skills and attention to detail Engagement Details Fully remote and asynchronous work environment Standard commitment: ~20 hours/week (can increase based on performance and demand) Weekly payments Rolling start date after onboarding approval Ongoing engagement with periodic review Application & Onboarding Process Upload resume AI interview: A short, 15-minute conversational session to assess clinical background and expertise Follow-up communication with next steps and onboarding details

Skadden, Arps, Slate, Meagher & Flom LLP has forged a reputation as one of the most prestigious law firms in the world. Relying on innovation, intellect, teamwork and tenacity, our lawyers deliver the highest quality advice and novel solutions to our clients' legal issues. We are known for handling the most complex transactions, litigation/controversy issues, and regulatory matters, as well as for the strong partnerships we build with clients and each other. Our attorneys, who reflect a broad range of experiences and perspectives, work together seamlessly across 50-plus practices and 21 offices in the world's major financial centers. We are seeking a Global Payroll HRIS Analyst to join our Firm. This position will be based in our White Plains NY office (hybrid). Responsible for the implementation, configuration, enhancement and maintenance of payroll technology globally to ensure accurate, compliant and timely payroll processing. Troubleshoots payroll system issues, performs data audits, implements system upgrades, creates reports, and ensures system compliance with local statutory requirements across multiple countries. Acts as the liaison between Payroll, Benefits, Human Resources and system vendors to maximize system efficiency. Creates and updates payroll procedures and provides analysis of payroll operations globally. • Responsible for multi-country payroll implementations and enhancements across payroll systems, ensuring compliance with local payroll statutory requirements., • Designs, tests, deploys, and troubleshoots new payroll system features, standards, procedures, calculated fields, and reports, with particular focus on international offices., • Responsible for troubleshooting payroll system issues for multi-country operations., • Collaborates across teams to ensure seamless and efficient payroll processing., • Maintains data quality and timely updates of global payroll configurations., • Provides system expertise, addresses risks and issues through effective contingency plans, proper escalation; prepares project schedules, and ensures requirements are addressed during enhancements/process re-engineering., • Performs Workday system analysis and consults with the technology team members and other stakeholders to offer solutions using best practices., • Instrumental in the design, implementation and support of new payroll system functionality, particularly around both internal and external integrations for international offices., • Provides functional support to the technical team in systems development and resolves production issues and defects reported to ensure timeliness of wage payments., • Provides expertise for developing designing options and engaging with functional areas such as HCM, Compensation, Payroll, and future product direction., • Audits payroll processes and data to ensure accuracy and compliance with local statutory requirements, on an as-needed basis., • Recommends system enhancements to streamline processes and create efficiencies., • Demonstrates effective interpersonal, written and verbal communication skills to facilitate effective work relationships with others., • Manages Firm resources responsibly., • Regular and reliable physical presence to work as part of a team., • Complies with and understands Firm operation, policies and procedures., • Performs other related duties as assigned., • Knowledge of relevant firm computer software programs (e.g., Outlook, Excel, PowerPoint), with the ability to learn new software and operating systems, • Knowledge of international payroll and tax laws and requirements., • Demonstrates strong project management skills for cross-functional initiatives., • Demonstrates excellent analytical, problem solving, organizational, planning, and technical troubleshooting skills., • Demonstrates effective interpersonal and communication skills, both verbally and in writing, • Demonstrates close attention to detail, • Excellent analytical, troubleshooting, organizational, and planning skills, • Ability to handle multiple projects and shifting priorities, • Ability to handle sensitive matters and maintain confidentiality, • Ability to organize and prioritize work, • Ability to work well in a demanding and fast-paced environment, • Ability to work well independently as well as effectively within a team, • Ability to use discretion and exercise independent and sound judgment, • Flexibility to adjust hours and work the hours necessary to meet operating and business needs, • Bachelor's degree, • Minimum of five years of related experience supporting payroll systems internationally, • Minimum of three years of Workday HCM experience required, including experience with APIs and integrations with Workday HCM and/or similar HCM system What makes Skadden special is our people and the culture, community and spirit of collaboration we have created. We believe in teamwork and inspiring each other to be our best in an atmosphere that promotes professionalism and excellence in all that we do. We know that inclusion and drawing on the strength of a wide spectrum of talent only make us better and is vital to the firm's success. Our goal is for everyone at the firm to enjoy a challenging career with opportunities for development and growth and to support the well-being of our attorneys and business services professionals. The overall well-being of our team is important to us. We offer generous benefits to help you achieve wellness in all areas of your life. • Competitive salaries and year-end discretionary bonuses., • Comprehensive health care (medical, dental, vision), savings plan/401(k) and voluntary benefits., • Generous paid time off., • Paid leave options, including parental., • In-classroom, remote, and on-demand learning and professional development opportunities., • Robust well-being classes and programs., • Opportunities to give back and make an impact in local communities. The starting base salary for this position is expected to be within the range listed under Salary Details. Actual salary will be determined based on skills, experience (to the extent relevant) and other-job related factors, consistent with applicable law. $100,000 - $115,000 Skadden is an Equal Opportunity Employer. It does not discriminate against applicants or employees based on any legally impermissible factor including, but not limited to, race, color, religion, creed, sex, national origin, ancestry, age, alienage or citizenship status, marital or familial status, domestic partnership status, caregiver status, sexual orientation, gender, gender identity or expression, change of sex or transgender status, genetic information, medical condition, pregnancy, childbirth or related medical conditions, sexual and reproductive health decisions, disability, any protected military or veteran status, or status as a victim of domestic or dating violence, sexual assault or offense, or stalking.

Position: Internal Medicine Expert Type: Hourly Contract Engagement: Remnote Global | Part-time Compensation: $130–$180/hour Location: Remote (United States & Canada) Role Responsibilities Design clinically realistic scenarios based on internal medicine practice, including diagnostic reasoning, tr

Job Description SMCP - Sandro, Maje, Claudie Pierlot Position: Marketing Coordinator, Maje Location: SMCP North America Headquarters, 44 Wall Street / 20th Floor, New York, NY 10005 Who We Are SMCP is a prominent global leader in the luxury fashion market, celebrated for its Parisian Chic ready-to-wear and accessories collections. Operating across diverse international hubs, from Shanghai to New York City, our commitment to sustainable growth defines our brand values. With a portfolio comprising four distinguished global brands – Sandro, Maje, Claudie Pierlot, and Fursac – our influence spans 46 countries from free-standing lifestyle boutiques to leased concession shop-in-shops and off-price outlets. Complementing our physical presence, our eCommerce websites in the U.S. and Canada extend our reach as we continue to shape the future of Contemporary Luxury Fashion across the globe. Visit our Global Company website at https://www.smcp.com/en to learn more. What Sets Us Apart as an Employer in the Global Luxury Fashion Space At SMCP, our distinctiveness as an employer in the global luxury fashion sector lies in our unwavering commitment to Corporate Social Responsibility (CSR). Anchored by three pillars – Product, People, and Planet – our CSR strategy is a testament to our dedication to sustainability and Diversity, Equity, Inclusion, and Belonging (DEIB). Our clearly defined core values, instilled from the top down, form the bedrock of our organizational culture. Here at SMCP, we prioritize the well-being and satisfaction of our 6500 world-wide passionate entrepreneur team members. Our strong financial results are bolstering or appeal as an employer, marking 2021 as our "comeback" year. Add to this mix our uniquely coveted Parisian chic merchandise collections, and you have an employer that not only sets trends in the fashion world but also cultivates a work environment that fosters innovation, diversity, and success. Here at SMCP, passion meets purpose, and together, we redefine the future of luxury fashion. What We Are Looking ForThis position is responsible for supporting retail and digital marketing strategy & execution across North America, including brand communications across all channels to build the Maje digital footprint (paid and organic), build brand awareness, and drive traffic to both retail stores & ecommerce. The role will work cross-functionally with local and global teams to execute marketing campaigns, retail activations, CRM communications, and paid media initiatives. Organizational Structure - Reporting Relationships Internal: • Direct Supervisor: Maje Marketing + Public Relations Manager, • Executive Head: Vice President, Maje Essential Duties and Job Responsibilities Job responsibilities include but are not limited to the following: Strategy & Planning • Assist the PR & Marketing Manager in developing and executing seasonal marketing calendars aligned with business objectives, product launches, and key commercial moments. Work closely with the Global Marketing team for 360 global alignment., • Support the planning and execution of integrated marketing campaigns across retail, digital, CRM, and paid media channels. Retail Marketing • Collaborate with NY and Paris HQ (including Creative, Ecom, Visual, Merchandising) to develop and deliver collateral in support of key initiatives and communicate pertinent details of marketing programs., • Manage retail marketing calendar across North America stores, concessions, and outlet locations., • Develop and coordinate in-store events, clienteling initiatives, stylist partnerships, influencer visits, and local marketing activations., • Partner closely with Nordstrom, Bloomingdales, Holt Renfrew, and Farfetch to seize all opportunities for brand exposure including pop-ups, event participation, digital coverage and promotions., • Track performance to prove YOY growth, collaborating with cross-functional partners to collect and shape insights to provide comprehensive marketing recaps and growth opportunities. Digital Marketing • Support the planning, execution, and optimization of paid social campaigns in partnership with internal digital team and external agencies/media partners to maximize impressions and deliver on KPIs., • Partner with CRM to plan strategic email & SMS cadences to promote new campaigns, product launches and local initiatives and to create strategies for client acquisition and retention., • Write and review email, SMS, and digital marketing copy, ensuring consistency with brand voice and commercial objectives. Other • Cultivate elevated collaborations and partnerships with like-minded brands (such as exclusive products, cross-promotions, sweepstakes, in-store activations)., • Assist in managing departmental budgets, invoices, and marketing expenses., • Support advertising initiatives and local marketing programs, including lease-required advertising opportunities. Principal Skills, Knowledge & Abilities Required Education/Experience: • Bachelor's degree, • 2+ years of experience in retail marketing or digital marketing, preferably in the fashion industy, • Strong copywriting skills, • Experience managing multiple projects concurrently Special Skills: • French, a plus, • Content creation, a plus Personal Characteristics: • Highly motivated proactive individual, • Must be hands on and enjoy working in a highly creative and entrepreneurial environment, • Strong interpersonal and communications skills (verbal and written) with experience working with retail partners, • Must be detail oriented, organized, flexible and highly collaborative, • Must have strong multi-tasking skills and be able to work well under pressure, • Must have strong project management skills What We Will Offer You in Return! • Health, Vision, and Dental Insurance, • Generous shopping discount, • Generous PTO Bank, • Separate Sick Day Bank, • 12 corporate holidays with early dismissals the day before the holiday., • 401K Savings Plan, • Culture of Engagement, • Career Growth Opportunities, • Flexible hybrid work schedule, • 4 completely remote workweeks per year. NYC COMPENSATION RANGE$26—$28 USD

Roamarae Global Travel is seeking motivated Remote Travel Agents to assist clients in planning and booking vacations such as cruises and resorts.

Location: Rochester, NY (Hybrid → Remote) Duration: Extended Contract (initial 2 months onsite in Rochester, then remote. This role begins with a 2‑month project in the Gates suburb of Rochester, NY, requiring a 50% onsite / 50% remote split, and then transitions to 100% remote work once the sub

Global Elite Empire Consultants is offering a role focused on virtual client interactions, providing personalized benefits solutions.