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Expert WorkMicro1

Forward Deployed Engineer

Job Title: Forward Deployed Engineer Job Type: Full-time Location: Remote / Travel-required The Role We’re hiring a Forward Deployed Engineer to work directly with the world’s leading AI labs and enterprises as a technical research and implementation partner. This role sits at the intersection of applied AI, ML infrastructure, data intelligence, and partner-facing product development. You’ll help strategic partners define research directions, structure and curate high-quality data, implement ML and evaluation pipelines, and build the agentic systems that extend multi-turn agents and workflows in production. You should be comfortable moving between ambiguous research questions, technical architecture, hands-on engineering, and partner-facing execution. What You’ll Work On - Work directly with leading AI labs and enterprise partners to define research goals, technical requirements, and project direction. - Build large-scale data intelligence systems for collecting, organizing, evaluating, and improving training and evaluation data. - Implement ML pipelines for data curation, model training, evaluation, experimentation, and continuous improvement. - Design data taxonomies, labeling systems, and quality frameworks that improve dataset structure, model performance, and research outcomes. - Develop LLM applications, including multi-agent systems, tool-using agents, RAG workflows, evaluation harnesses, and human-in-the-loop systems. - Partner with research and engineering teams to translate ambiguous AI problems into scoped technical projects and production systems. - Develop infrastructure for model inference, experimentation, evaluation, and deployment across frontier AI platforms. - Build systems that help partners move from one-off AI experiments to reliable, repeatable, multi-turn agent workflows. - Own systems across the full lifecycle, including discovery, architecture, implementation, deployment, reliability, iteration, and partner success. What We're Looking For - Able to operate independently in ambiguous, partner-facing settings with strong technical and product ownership. - Strong Python engineer with experience building and shipping production systems end to end. - Experience working with LLMs, agentic systems, multi-turn workflows, tool use, RAG, or AI automation. - Built or maintained data pipelines, ML infrastructure, evaluation systems, or research workflows. - Strong understanding of data quality, taxonomy design, labeling workflows, and dataset curation for AI systems. - Comfortable working directly with technical partners, researchers, founders, and enterprise stakeholders. Preferred Qualifications - Background at a startup, AI infrastructure company, applied AI company, or research-focused engineering team. - Experience building systems for multi-turn agents, agent evaluation, workflow automation, or human-in-the-loop AI. - Experience designing data taxonomies, annotation systems, evaluation rubrics, or dataset quality pipelines. - Experience acting as a technical partner to external customers, research teams, or strategic enterprise accounts. - Familiarity with modern LLM tooling, agent frameworks, model evaluation stacks, and ML experimentation platforms. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $180,000 –$250,000 USD. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

Full-time· Remote / Travel-required

Status: Open

$250,000–$400,000

Verified Oct 3, 2026

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Expert WorkMicro1

Forward Deployed Engineer

Job Title: Forward Deployed Engineer Job Type: Full-time Location: Remote / Travel-required The Role We’re hiring a Forward Deployed Engineer to work directly with the world’s leading AI labs and enterprises as a technical research and implementation partner. This role sits at the intersection of applied AI, ML infrastructure, data intelligence, and partner-facing product development. You’ll help strategic partners define research directions, structure and curate high-quality data, implement ML and evaluation pipelines, and build the agentic systems that extend multi-turn agents and workflows in production. You should be comfortable moving between ambiguous research questions, technical architecture, hands-on engineering, and partner-facing execution. What You’ll Work On - Work directly with leading AI labs and enterprise partners to define research goals, technical requirements, and project direction. - Build large-scale data intelligence systems for collecting, organizing, evaluating, and improving training and evaluation data. - Implement ML pipelines for data curation, model training, evaluation, experimentation, and continuous improvement. - Design data taxonomies, labeling systems, and quality frameworks that improve dataset structure, model performance, and research outcomes. - Develop LLM applications, including multi-agent systems, tool-using agents, RAG workflows, evaluation harnesses, and human-in-the-loop systems. - Partner with research and engineering teams to translate ambiguous AI problems into scoped technical projects and production systems. - Develop infrastructure for model inference, experimentation, evaluation, and deployment across frontier AI platforms. - Build systems that help partners move from one-off AI experiments to reliable, repeatable, multi-turn agent workflows. - Own systems across the full lifecycle, including discovery, architecture, implementation, deployment, reliability, iteration, and partner success. What We're Looking For - Able to operate independently in ambiguous, partner-facing settings with strong technical and product ownership. - Strong Python engineer with experience building and shipping production systems end to end. - Experience working with LLMs, agentic systems, multi-turn workflows, tool use, RAG, or AI automation. - Built or maintained data pipelines, ML infrastructure, evaluation systems, or research workflows. - Strong understanding of data quality, taxonomy design, labeling workflows, and dataset curation for AI systems. - Comfortable working directly with technical partners, researchers, founders, and enterprise stakeholders. Preferred Qualifications - Background at a startup, AI infrastructure company, applied AI company, or research-focused engineering team. - Experience building systems for multi-turn agents, agent evaluation, workflow automation, or human-in-the-loop AI. - Experience designing data taxonomies, annotation systems, evaluation rubrics, or dataset quality pipelines. - Experience acting as a technical partner to external customers, research teams, or strategic enterprise accounts. - Familiarity with modern LLM tooling, agent frameworks, model evaluation stacks, and ML experimentation platforms. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $180,000 –$250,000 USD. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

Full-time· Remote / Travel-required

Status: Open

$250,000–$400,000

Verified Oct 3, 2026

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Expert WorkMicro1

Product Security Engineer

Job Title: Product Security Engineer Job Type: Full-time Location: Remote The Role We are seeking a Product Security Engineer to help define the future of AI-native security engineering. In this role, you will operate at the intersection of application security, machine learning, and developer productivity—designing autonomous security systems that scale with modern software development. You will lead the evolution of our security platform by embedding AI-driven controls directly into the software lifecycle, enabling continuous risk discovery, intelligent remediation, and secure deployment at the speed of innovation. What You'll Do - Architect and build AI-powered security systems that autonomously identify, triage, and remediate vulnerabilities across applications, infrastructure, and AI workloads. - Develop agentic security workflows that leverage LLMs and machine learning for code review, threat detection, vulnerability correlation, root-cause analysis, and automated fix generation. - Reimagine the Secure Software Development Lifecycle (SSDLC) by integrating intelligent security controls, AI guardrails, and continuous validation into CI/CD pipelines. - Lead threat modeling initiatives for distributed systems, AI platforms, RAG architectures, model-serving infrastructure, data pipelines, and autonomous agents. - Design security frameworks for protecting AI systems against emerging threats including prompt injection, model abuse, data poisoning, adversarial attacks, and sensitive data leakage. - Build behavioral detection models and risk engines to identify synthetic identities, document fraud, account takeover attempts, and other adversarial activity within customer onboarding and KYC workflows. - Apply machine learning and contextual risk scoring to reduce alert fatigue, prioritize security findings, and drive autonomous remediation decisions. - Partner closely with engineering, platform, and AI research teams to ensure security is embedded as a native capability rather than a downstream function. - Scale a culture of security engineering through mentorship, technical leadership, and enablement programs focused on secure AI development practices. What We're Looking For - Demonstrated experience building or applying AI/LLM-powered security solutions, including agentic workflows, autonomous remediation systems, vulnerability discovery, or security copilots. - Deep expertise in Application Security, Product Security, or Security Engineering with a strong software development background. - Hands-on experience integrating enterprise security tooling (e.g., Snyk, Checkmarx, GitHub Advanced Security, Semgrep, Wiz, Lacework) into automated developer workflows and AI-driven orchestration platforms. - Strong understanding of modern security architecture, cloud-native systems, APIs, microservices, and distributed computing environments. - Deep familiarity with OWASP Top 10, OWASP Top 10 for LLM Applications, secure AI development practices, and emerging AI threat models. - Advanced programming skills in Python and at least one additional language such as Go, Java, Rust, or Node.js. - 8+ years of experience spanning Application Security, Software Engineering, Infrastructure Security, or related technical domains. - Proven track record driving large-scale automation initiatives and transforming security programs from reactive operations to autonomous, intelligence-driven systems. - Exceptional communication skills with the ability to translate complex technical and AI-related risks into strategic business decisions. Preferred - Experience securing AI products, foundation model platforms, inference infrastructure, or agentic systems in production environments. - Background in applied machine learning, security data science, fraud detection, or behavioral analytics. - Contributions to open-source security tools, AI security research, or industry thought leadership. - Experience operating within high-growth technology companies, AI labs, or research-driven engineering organizations. - Familiarity with emerging areas such as AI red teaming, model evaluation, agent security, autonomous penetration testing, or AI safety engineering. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $180,000 –$230,000. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

Full-time· Remote

Status: Open

$250,000–$400,000

Verified Oct 3, 2026

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Expert WorkMicro1

Senior Database Reliability Engineer

Senior Database Reliability Engineer: Job Type: Full-time Location: Remote Job Summary: Join our team as a Senior Database Reliability Engineer, where you’ll play a central role in architecting, optimizing, and ensuring the stability of mission-critical PostgreSQL environments. You will leverage your deep technical expertise to drive database reliability, high availability, and performance at scale within a cutting-edge, cloud-native infrastructure. This is an excellent opportunity for talented engineers who are passionate about building robust data systems and thrive in collaborative, fast-paced environments. Key Responsibilities: • Design, implement, and manage highly available, resilient PostgreSQL database architectures using AWS RDS and Aurora PostgreSQL. • Optimize database performance by analyzing query execution plans, tuning indices, and implementing advanced partitioning strategies. • Ensure disaster recovery readiness through robust backup, replication, and failover processes. • Diagnose and resolve slow queries, locks, deadlocks, and complex bottlenecks impacting large-scale databases. • Automate routine maintenance tasks and promote operational excellence across all database environments. • Collaborate cross-functionally to support new features, data migrations, and ongoing application scaling. • Maintain comprehensive documentation and demonstrate excellent written and verbal communication skills. Required Skills and Qualifications: • 5+ years of experience managing and optimizing PostgreSQL databases in production settings. • Expert-level knowledge of PostgreSQL internals, query tuning, indexing, partitioning, and replication. • Proven hands-on experience with AWS RDS and Aurora PostgreSQL, including backup, recovery, and high-availability design. • Strong analytical abilities in troubleshooting slow queries, execution plans, locks, and deadlocks. • Demonstrated experience maintaining large-scale, high-traffic databases with millions of rows. • Deep care for clear, proactive written and verbal communication. • Ability to work independently and collaboratively within a remote team. Preferred Qualifications: • Experience supporting data platforms, analytics workloads, ETL processes, and operational databases. • Familiarity with Infrastructure as Code (Terraform), CI/CD pipelines, and cloud-native service environments. • Exposure to supporting modern data architectures and advanced monitoring tools. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $120,000-$150,000. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

Full-time· Remote

Status: Open

$220,000–$260,000

Verified Oct 3, 2026

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Expert WorkMicro1

SalesOps & Business Analytics Specialist

Job Title: Sales Ops & Business Analytics Specialist Job Type: Full-time Location: Remote The Role We’re looking for a Sales Operations & Business Analytics Specialist to help strengthen the systems, data, and insights behind a growing revenue organization. Working closely with the Sales Operations Senior Lead, you’ll improve CRM operations, pipeline visibility, forecasting, and reporting while using data to answer high-impact business questions. This role is ideal for someone who enjoys turning complex data into clear insights and building scalable processes in a fast-moving environment. What You’ll Do - Support and improve CRM operations, including data hygiene, workflow automation, reporting, and user support. - Maintain pipeline quality and support weekly, monthly, and quarterly forecasting. - Build and enhance dashboards and performance reporting across pipeline health, conversion, seller productivity, and quota attainment. - Analyze sales trends, funnels, conversion rates, and cohort performance to identify opportunities and performance gaps. - Help improve forecasting models using historical data and predictive signals. - Support the implementation and adoption of new sales tools, CRM pipelines, and processes. - Translate analysis into clear recommendations and business narratives for leadership and cross-functional stakeholders. - Tackle ad hoc analytical problems across areas such as incentive modeling, lead generation, KPIs, and recruitment funnels. What We’re Looking For - 2–4+ years in Sales Operations, Revenue Operations, Business Analytics, or a related role. - Hands-on experience with a modern CRM platform; HubSpot is preferred. - Experience building CRM reports, dashboards, and workflows. - Advanced Excel or Google Sheets skills. - Experience with SQL and/or BI tools such as Tableau, Looker, or Power BI is strongly preferred. - Strong business judgment—you can connect data and operational metrics to revenue impact and business decisions. - Strong written and verbal communication skills, including presenting insights to non-technical stakeholders. - Comfortable working with ambiguity, evolving priorities, and problems without predefined solutions. Preferred - Advanced HubSpot proficiency or certification. - Experience with forecasting, predictive analytics, or statistical modeling. - Experience with sales incentives, quotas, or KPI analysis. - Exposure to cross-functional analytics across Marketing, Customer Success, Recruitment, or Business Operations. Compensation & Benefits Notice The national pay range for this full-time position is base salary of $80,000 –$100,000. All employees are eligible for equity compensation, and employees may also receive performance-based bonuses, dependent on role and subject to company policies. micro1 provides a comprehensive benefits package, including up to 100% reimbursement for health-insurance premiums, paid time off, a 401(K) plan with a company match, and additional benefits designed to support a high-performing, remote-first workforce. micro1 is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex (including pregnancy, sexual orientation, or gender identity), national origin, age, disability, genetic information, veteran status, or any other characteristic protected by applicable local laws, regulations and ordinances. If you need assistance and/or a reasonable accommodation during the application process, reach out to support@micro1.ai. Our hiring process utilizes artificial intelligence tools to assist in candidate screening and assessment. Our AI tools are designed to complement, not replace, human decision-making. Disclaimer The information contained in this job posting, including but not limited to role responsibilities, qualifications, compensation, and benefits, is provided for informational purposes only and does not constitute a binding offer of employment. micro1 reserves the right to amend, modify, or withdraw any portion of this posting at its sole discretion and without prior notice. All employment decisions are made in accordance with applicable laws and regulations.

Full-time· Remote

Status: Open

$100,000–$140,000

Verified Oct 3, 2026

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Expert WorkSME Careers

Workforce Experience Specialists

# About SuperAnnotate SuperAnnotate helps the world’s leading AI teams build responsible, next-generation models powered by high-quality human data. We’re a fast-growing Series B startup bridging the gap between advanced AI innovation and the data that drives it. Our global network of expert specialists, scalable managed operations, precise talent matching, and full project transparency ensure unmatched data quality at scale. Trusted by innovators like Databricks and ServiceNow - and backed by NVIDIA, Dell Technologies Capital, Databricks Ventures, Cox Enterprises, and Lionel Messi’s Play Time VC - SuperAnnotate is proud to be the top-ranked AI data company on G2 for multiple consecutive years, including 2025. # About the team SME Careers is our platform for recruiting, onboarding and paying the domain experts and annotators behind our AI projects. The team works across Dhaka, Armenia and the United States. Our Mirpur DOHS office in Dhaka is home to core engineering, workforce experience, forward-deployed engineering and part of project management. You'll be part of the Dhaka team, with hybrid and remote work supported. You'll report to a manager in San Francisco and work regularly with our teams in the US and Europe. # The role From the moment someone applies to SME Careers until they're paid for their work, you're the person they come to when something goes wrong. That might be a stuck application, a missing interview invite, a confusing guideline, lost platform access or a late payment. You fix it or route it to the right team, notice when the same problem keeps happening, and keep projects moving. The job will be contracted through our local partner in Bangladesh. # What you'll do - Help applicants and contractors at every stage, from application, assessment and onboarding through project work and payments, using Slack, Discord and our support tools. - Resolve issues with Talent, Engineering, Finance and project leads. Escalate clearly when something needs a decision. - Keep an eye on project progress and contractor capacity, and help reassign work when a project falls behind. - Spot recurring problems and turn them into fixes: better FAQs, templates, SOPs or guideline updates. - Keep issue tracking and handover notes clean so nothing slips between shifts. # Your first weeks You'll shadow the Dhaka team, learn our platform and project workflows, and start handling applicant and contractor questions on your own by week three or four. # What you'll bring - 1–3 years in support, community or operations, ideally at an AI data, tech or BPO company. - Excellent written English. Most of your work is written communication with contractors around the world. - Comfort managing several workstreams in spreadsheets and tools like Slack, Discord or Jira. - A habit of noticing when something's off and chasing it until it's fixed. - Nice to have: data annotation or QA experience, a basic understanding of LLMs, Python or advanced Sheets formulas. # Schedule We support projects around the clock. You'll work 5 days a week on a rotating roster that can include weekends and night shifts. Shifts are published in advance. # Salary and benefits - BDT 35,000–50,000 per month, based on skills and experience - Two festival bonuses a year - Performance-based incentives - Group health insurance - Earned leave encashment - Yearly performance and salary review - Learning and development support in AI operations - Team events: Pahela Baishakh, Falgun, year-end, New Year and an annual outing - Morning snacks at the office # Why this role You'll sit at the center of how SuperAnnotate recruits and supports its global expert workforce, and see up close how AI training data is produced for some of the most advanced AI teams in the world. People who do well here move into lead, talent or project operations roles. # Equal Opportunity We are an equal-opportunity employer and value diversity at our company. At SuperAnnotate diversity means to us making an effort to reflect the many experiences and identities of the outside world, and treating each other with fairness and without bias. Every day we foster an environment where people of all backgrounds not only belong, but excel to succeed as a company and grow together. We offer equal opportunity regardless of sex, sexual orientation, national origin, color, race, age, marital status, disability, gender identity, veterans and more. We may use artificial intelligence (AI) tools to support parts of the hiring process, such as reviewing applications, analyzing resumes, or assessing responses. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed, please contact us.

Full-time· hybrid

Status: Open

BDT 35,000–BDT 50,000

Verified Oct 5, 2026

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Expert WorkMicro1

BigLaw lawyers

Role Title: BigLaw lawyers Role Type: Contractor Location: Remote micro1 is engaging lawyers to contribute their subject-matter expertise in support of a customer's project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is tailored for legal professionals with mandatory experience working at one or more Vault Law 100 firms. We are seeking candidates with top-tier legal training and exposure to sophisticated, high-stakes legal matters who are interested in applying their expertise in a collaborative, technology-driven environment. Scope of Work - Conduct comprehensive legal analysis on a variety of US law topics, providing nuanced insights and guidance. - Perform in-depth legal research to support project objectives and ensure current, accurate information is utilized. - Draft, review, and edit legal content, including memoranda, opinions, contracts, and other relevant documents. - Assess and provide structured feedback on legal texts for clarity, accuracy, and alignment with best practices. - Participate in remote, multidisciplinary collaboration to refine project deliverables and address complex legal scenarios. - Contribute to content quality assurance by spotting errors, inconsistencies, or ambiguities in legal materials. - Apply meticulous attention to detail to maintain exceptionally high standards in all submissions. Preferred Qualifications - Active license to practice law with strong academic credentials. - Current or prior experience at a top-tier US law firm, with exposure to varied practice areas. - Proven abilities in legal analysis, research, and drafting across a range of legal subjects. - Exceptional written and verbal communication skills, with demonstrated experience in legal content review. - Track record of successful remote collaboration and participation in multidisciplinary projects. - Experience with quality assurance and rubric-based evaluation of legal documents is a plus. - Demonstrated commitment to precision, accuracy, and upholding legal best practices in all work.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

BigLaw lawyers (Litigation/Corporate/M&A)

Role Title: BigLaw lawyers (Litigation/Corporate/M&A) Role Type: Contractor Location: Remote micro1 is engaging lawyers to contribute their subject-matter expertise in support of a customer's project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is tailored for legal professionals with mandatory experience working at one or more Vault Law 100 firms. We are seeking candidates with top-tier legal training and exposure to sophisticated, high-stakes legal matters who are interested in applying their expertise in a collaborative, technology-driven environment. Scope of Work - Conduct comprehensive legal analysis on a variety of US law topics, providing nuanced insights and guidance. - Perform in-depth legal research to support project objectives and ensure current, accurate information is utilized. - Draft, review, and edit legal content, including memoranda, opinions, contracts, and other relevant documents. - Assess and provide structured feedback on legal texts for clarity, accuracy, and alignment with best practices. - Participate in remote, multidisciplinary collaboration to refine project deliverables and address complex legal scenarios. - Contribute to content quality assurance by spotting errors, inconsistencies, or ambiguities in legal materials. - Apply meticulous attention to detail to maintain exceptionally high standards in all submissions. Preferred Qualifications - Active license to practice law with strong academic credentials. - Current or prior experience at a top-tier US law firm, with exposure to varied practice areas. - Proven abilities in legal analysis, research, and drafting across a range of legal subjects. - Exceptional written and verbal communication skills, with demonstrated experience in legal content review. - Track record of successful remote collaboration and participation in multidisciplinary projects. - Experience with quality assurance and rubric-based evaluation of legal documents is a plus. - Demonstrated commitment to precision, accuracy, and upholding legal best practices in all work.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Civil Rights Attorney (BigLaw Firms)

Role Title: Civil Rights Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Civil Rights Attorney (BigLaw Firms) professionals to contribute expertise to a client-focused project centered on civil rights law. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze and interpret complex civil rights statutes, regulations, and case law for relevance and accuracy. - Conduct in-depth legal research and draft written summaries, memos, or analyses highlighting key legal issues and precedents. - Develop and review realistic civil rights scenarios, hypotheticals, and legal problems for use in AI model development. - Evaluate and critique AI-generated legal analyses, providing expert feedback and ensuring adherence to legal standards. - Collaborate with interdisciplinary teams to clarify legal concepts, address ambiguities, and ensure quality of inputs. - Assist in creating clear, concise, and accurate legal content tailored to a variety of learning contexts. - Identify emerging trends and potential areas of risk in civil rights law as they relate to AI and technology platforms. Preferred Qualifications - Juris Doctor (JD) from an accredited law school with admission to the bar in at least one jurisdiction. - Substantial experience practicing civil rights law, preferably with a background in prominent (BigLaw) firms. - Strong track record of legal research, writing, and case law analysis in complex and high-stakes matters. - Exceptional critical thinking skills and a keen attention to detail in both analysis and communication. - Demonstrated ability to interpret statutes and policies, translating legal concepts for non-legal audiences. - Experience collaborating in multidisciplinary or technology-driven environments. - Interest in the intersection of law, policy, and emerging technologies, particularly AI and its societal impacts.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Corporate Attorney (BigLaw Firms)

Role Title: Corporate Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Corporate Attorneys from top BigLaw firms to participate in a unique project for a leading customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is ideal for legal professionals well-versed in high-stakes corporate matters and interested in contributing to the future of legal technology. Scope of Work - Review and analyze complex corporate documents, contracts, and deal structures relating to mergers & acquisitions, private equity, and capital markets. - Provide accurate, detailed input on nuanced legal scenario assessments to inform AI model training. - Evaluate commercial litigation materials, identifying critical legal principles and procedural details. - Deliver expert feedback on legal reasoning, issue spotting, and drafting approaches as part of project deliverables. - Support the creation and refinement of legal data sets by annotating, categorizing, and explaining key issues in corporate law. - Ensure all work meets high standards for accuracy, clarity, and compliance with US legal practice. - Collaborate asynchronously with project managers and internal reviewers to align on rubrics and quality expectations. Preferred Qualifications - Active license to practice law in the United States. - Recent experience (current or within the last 3 years) at a top-tier BigLaw firm, focusing on corporate law, mergers & acquisitions, private equity, or capital markets. - Demonstrated expertise in commercial litigation and high-value transactional matters. - Exceptional attention to detail in the analysis and interpretation of legal documents. - Experience drafting, reviewing, and negotiating complex agreements and legal instruments. - Strong written communication skills, with the ability to clearly and concisely explain legal concepts for diverse audiences. - Prior experience with legal data annotation or rubric-based review is a plus, but not required.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Criminal Defense Attorney (BigLaw Firms)

Role Title: Criminal Defense Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Criminal Defense Attorneys (BigLaw Firms) to contribute to a customer’s project focused on legal innovation. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze complex criminal law scenarios and provide detailed frameworks for resolution. - Draft, review, and refine legal content, including pleadings, motions, and trial strategies. - Assess case materials to identify key legal issues, arguments, and procedural considerations. - Evaluate ethical dimensions of criminal defense practice and outline best practices for AI learning modules. - Deliver expert commentary on trial advocacy techniques and courtroom procedures. - Create high-fidelity simulation exercises reflecting real-world legal practice for use in AI model training. - Collaborate with project managers and interdisciplinary teams to ensure accuracy and relevance of deliverables. Preferred Qualifications - Extensive background as a criminal defense specialist in BigLaw or major law firms. - Proven litigation and trial advocacy experience in complex criminal matters. - Exceptional skills in legal writing, analysis, and reasoning. - Strong grasp of ethical standards and best practices in criminal law defense. - Experience reviewing, preparing, or teaching case strategy and procedural safeguards. - Familiarity with technology-assisted legal research and digital case management. - Track record of contributing to professional development, legal education, or innovation initiatives.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Criminal Lawyer (BigLaw Firms)

Role Title: Criminal Lawyer (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Criminal Lawyers with experience in BigLaw Firms to contribute to a unique customer project at the intersection of law and technology. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze and interpret criminal law documents, including statutes, case law, and court filings, to extract relevant insights. - Review and edit complex legal documents for accuracy, clarity, and compliance with established standards. - Summarize legal arguments, decisions, and procedural issues for use in training legal AI models. - Distill and articulate intricate legal concepts and reasoning into concise, accessible language. - Provide actionable feedback on legal content to ensure accuracy and real-world applicability. - Stay current with developments in criminal law and integrate new knowledge into project tasks. - Collaborate remotely with cross-functional teams using digital platforms to deliver project milestones. Preferred Qualifications - JD or LLM degree from an accredited law school and active bar membership. - Substantial experience practicing criminal law, particularly within BigLaw or major law firm environments. - Demonstrated expertise in legal research, analysis, and writing in the context of criminal matters. - Proven ability to review and synthesize large volumes of legal information with exceptional attention to detail. - Strong written and verbal communication skills, with a talent for explaining nuanced legal issues. - Commitment to the highest ethical standards and sound legal judgment. - Interest or experience in legal technology and willingness to adapt to new digital platforms for remote collaboration.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Family Law Attorney (AAML Registered)

Role Title: Family Law Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Family Law Attorneys currently renrolled in the AAML to contribute their expertise to a dynamic customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze and interpret complex family law cases, statutes, and precedents to generate accurate legal insights for AI training purposes. - Conduct thorough legal research and provide clear, concise written summaries and case notes. - Draft, review, and annotate legal documents relating to family law (e.g., custody agreements, divorce decrees, prenuptial agreements). - Identify and clarify key issues, legal arguments, and reasoning within documents and case files. - Collaborate with a remote team using digital project management tools to ensure timely and accurate deliverables. - Adapt quickly to evolving project requirements and leverage technology for efficient knowledge transfer. - Ensure all deliverables meet high standards for attention to detail, clarity, and legal accuracy. Preferred Qualifications - Demonstrated expertise in family law through practice at a leading BigLaw firm. - Strong background in legal research, writing, and case analysis specific to family law matters. - Excellent verbal and written communication skills, with the ability to explain nuanced legal concepts clearly. - Proven ability to review, summarize, and critique complex legal documents with meticulous attention to detail. - Familiarity with remote collaboration, digital project management tools, and adaptability to new technologies. - Effective organizational skills and a proactive approach to managing multiple deliverables. - Critical thinking skills and sound legal judgment; experience contributing to innovative projects is a plus.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Family Law Attorney (BigLaw Firms)

Role Title: Family Law Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Family Law Attorneys with BigLaw experience to contribute their expertise to a dynamic customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Analyze and interpret complex family law cases, statutes, and precedents to generate accurate legal insights for AI training purposes. - Conduct thorough legal research and provide clear, concise written summaries and case notes. - Draft, review, and annotate legal documents relating to family law (e.g., custody agreements, divorce decrees, prenuptial agreements). - Identify and clarify key issues, legal arguments, and reasoning within documents and case files. - Collaborate with a remote team using digital project management tools to ensure timely and accurate deliverables. - Adapt quickly to evolving project requirements and leverage technology for efficient knowledge transfer. - Ensure all deliverables meet high standards for attention to detail, clarity, and legal accuracy. Preferred Qualifications - Demonstrated expertise in family law through practice at a leading BigLaw firm. - Strong background in legal research, writing, and case analysis specific to family law matters. - Excellent verbal and written communication skills, with the ability to explain nuanced legal concepts clearly. - Proven ability to review, summarize, and critique complex legal documents with meticulous attention to detail. - Familiarity with remote collaboration, digital project management tools, and adaptability to new technologies. - Effective organizational skills and a proactive approach to managing multiple deliverables. - Critical thinking skills and sound legal judgment; experience contributing to innovative projects is a plus.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Healthcare Attorney (BigLaw Firms)

Role Title: Healthcare Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Healthcare Attorneys with BigLaw experience to collaborate on healthcare regulatory and compliance projects for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Review and annotate legal documents related to healthcare regulations, ensuring accuracy and clarity of regulatory concepts. - Analyze complex healthcare policies, statutes, and regulations, including HIPAA, Stark Law, and the Anti-Kickback Statute. - Draft and refine contract language to ensure compliance with U.S. healthcare legal frameworks. - Provide detailed feedback on regulatory compliance issues and identify potential legal risks in provided scenarios. - Contribute to the development of AI training data by offering expert commentary and nuanced legal interpretations. - Collaborate with project stakeholders to discuss findings and clarify healthcare legal concepts as needed. Preferred Qualifications - Juris Doctor (JD) degree and active bar admission in the United States. - Substantial experience practicing healthcare law at a major U.S. law firm (BigLaw) or top healthcare-focused firm. - Demonstrated expertise in U.S. healthcare regulatory compliance, including HIPAA, Stark Law, and Anti-Kickback Statute. - Proven ability to review, annotate, and draft complex legal documents related to healthcare law and policy. - Strong written and verbal communication skills, with attention to detail and an analytical mindset. - Experience providing advisory services on healthcare compliance matters. - Ability to work independently and collaboratively in a remote project-based environment.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Immigration Attorney

Role Title: Immigration Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Immigration Attorneys from BigLaw firms to contribute their legal expertise to a dynamic client project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is designed for legal professionals who excel in complex immigration matters and have experience supporting technology-driven initiatives. Scope of Work - Review, analyze, and provide feedback on immigration law documents and legal scenarios for accuracy and compliance. - Draft, edit, and evaluate legal content, including memos, briefs, and case documentation, to support AI model improvement. - Conduct comprehensive legal research utilizing industry-standard tools and databases. - Utilize case management software to simulate and assess technology-enabled workflows. - Deliver clear, actionable feedback to shape and refine AI-generated legal outputs. - Collaborate with cross-functional project teams to ensure the integrity and practical applicability of legal data. - Contribute insights from BigLaw firm practice to enhance the depth and relevance of project deliverables. Preferred Qualifications - Active license to practice law with demonstrated expertise in U.S. immigration law. - Significant experience in a BigLaw firm environment, handling complex immigration casework and client advising. - Advanced legal writing and analytical skills, with a strong command of legal research tools. - Familiarity with cutting-edge case management and document review technologies. - Meticulous attention to detail and the ability to critically evaluate legal information. - Exceptional written and verbal communication skills, with a collaborative approach to multi-disciplinary projects. - Prior participation in technology-driven legal projects, AI initiatives, or legal operations innovation is a plus.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Immigration Attorney (BigLaw Firms)

Role Title: Immigration Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Immigration Attorneys from BigLaw firms to contribute their legal expertise to a dynamic client project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This opportunity is designed for legal professionals who excel in complex immigration matters and have experience supporting technology-driven initiatives. Scope of Work - Review, analyze, and provide feedback on immigration law documents and legal scenarios for accuracy and compliance. - Draft, edit, and evaluate legal content, including memos, briefs, and case documentation, to support AI model improvement. - Conduct comprehensive legal research utilizing industry-standard tools and databases. - Utilize case management software to simulate and assess technology-enabled workflows. - Deliver clear, actionable feedback to shape and refine AI-generated legal outputs. - Collaborate with cross-functional project teams to ensure the integrity and practical applicability of legal data. - Contribute insights from BigLaw firm practice to enhance the depth and relevance of project deliverables. Preferred Qualifications - Active license to practice law with demonstrated expertise in U.S. immigration law. - Significant experience in a BigLaw firm environment, handling complex immigration casework and client advising. - Advanced legal writing and analytical skills, with a strong command of legal research tools. - Familiarity with cutting-edge case management and document review technologies. - Meticulous attention to detail and the ability to critically evaluate legal information. - Exceptional written and verbal communication skills, with a collaborative approach to multi-disciplinary projects. - Prior participation in technology-driven legal projects, AI initiatives, or legal operations innovation is a plus.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Litigation Associate Attorney (BigLaw Firms)

Role Title: Litigation Associate Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Litigation Associate Attorneys from top-tier US law firms to contribute expertise to a dynamic customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Review, analyze, and provide feedback on complex litigation and transactional documents, including contracts related to M&A, private equity, and capital markets activities. - Draft sample agreements and legal clauses, leveraging experience with high-value M&A transactions and private equity deals. - Evaluate legal scenarios and offer structured commentary to inform AI model development in areas such as data privacy and cross-border transactions. - Collaborate remotely with interdisciplinary teams to provide legal insight and ensure accuracy in simulated legal tasks and scenarios. - Contribute to the development of legal frameworks and decision rubrics (review rubric experience is a plus, but not required). - Participate in iterative feedback cycles to refine training data, ensuring legal precision and practical applicability. Preferred Qualifications - JD from a US law school and active bar admission in good standing within the United States. - Experience at an AmLaw 100 or similarly prestigious law firm, specifically with litigation and complex transactional matters. - Demonstrated expertise in M&A, private equity, capital markets, contract drafting, and data privacy. - Excellent written communication skills and the ability to articulate sophisticated legal reasoning for varied audiences. - Proven track record of successful remote collaboration and multidisciplinary teamwork. - Familiarity with developing or applying structured review rubrics is desirable. - Strong research, analytical, and problem-solving capabilities, with a keen attention to detail in high-stakes legal contexts.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Mergers & Acquisitions (M&A) Attorney (BigLaw Firms)

Role Title: Mergers & Acquisitions (M&A) Attorney (BigLaw Firms) Role Type: Contractor Location: Remote micro1 is engaging Mergers & Acquisitions (M&A) Attorneys from top-tier US law firms to contribute expertise to a dynamic customer project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Provide expert analysis and annotation of complex M&A and corporate law scenarios for AI model training. - Conduct in-depth legal research on M&A, private equity transactions, and related litigation topics. - Review, comment on, and refine datasets to ensure legal accuracy and real-world relevancy. - Collaborate with multidisciplinary teams to contextualize materials and clarify legal nuances. - Offer written insights and feedback on legal reasoning, transaction structures, and deal documentation. - Engage in remote project discussions and contribute to iterative quality assurance processes. - Support the development of evaluation rubrics and best practices where requested by internal stakeholders. Preferred Qualifications - Juris Doctor (JD) from an accredited US law school and active bar admission in the United States. - Experience practicing as an M&A attorney at an Am Law 100 or other leading US law firm. - Extensive track record in M&A transactions, private equity, and corporate advisory engagements. - Strong litigation exposure, particularly within corporate or transactional contexts. - Demonstrated ability to collaborate across disciplines and communicate complex legal concepts clearly. - Background in legal research, drafting, and the review of transaction documents. - Familiarity with remote collaboration tools and a commitment to delivering meticulous, high-quality work.

Contractor· Remote

Status: Open

$140–$400/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Brand & Creative Strategy Expert

Role Title: Brand & Creative Strategy Expert — Executive Presentation Review Role Type: Contractor Location: Remote micro1 is engaging Brand & Creative Strategy Experts to contribute to a client-facing project focused on executive-level presentation review and enhancement. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Receive images of client business slides and reconstruct them in Microsoft PowerPoint, elevating clarity and visual impact. - Enhance slide structure, visual storytelling, data visualization, and messaging flow tailored for executive or client-facing contexts. - Craft clear, concise content edits that improve message hierarchy, action titles, and overall narrative. - Document all changes in a detailed log, explaining the rationale behind each decision and defending choices to leave elements as-is. - Critically assess each slide, balancing design best practices with the intent and context of the original content. - Deliver each reviewed and improved slide, along with the change log, within 1–2 hours per assignment. Preferred Qualifications - 5+ years' background at a recognized advertising agency, holding company, brand consultancy, or in-house brand/marketing team at a major brand or technology company. - Proven hands-on experience creating client-facing or executive presentations: new business pitches, campaign reviews, or strategic brand decks. - Advanced skills in Microsoft PowerPoint, slide reconstruction, and presentation design. - Expertise in turning complex data into compelling, visually engaging slides. - Strong written communication and content editing abilities, with a proven critical eye for detail. - Comfort providing clear, defendable rationale for both changes made and decisions to maintain original content. - Prior experience evaluating AI output or training models is a plus.

Contractor· Remote

Status: Open

$150–$350/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Consulting Specialist

Role Title: Consulting Specialist - Executive Presentation Review Role Type: Contractor Location: Remote (US, UK and CAN) micro1 is engaging Consulting Specialists to contribute their advanced skills in presentation design, data visualization, and content editing to a customer's project. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Prior management consulting experience is required for this role — at least two years in a client-facing role at a consulting firm. Scope of Work - Reconstruct and enhance Microsoft PowerPoint slides to elevate clarity, visual appeal, and impact. - Design compelling presentations that effectively communicate complex ideas through visual storytelling and data visualization. - Edit and refine slide content to ensure precision, consistency, and audience engagement. - Analyze provided materials and translate information into clear, concise, and visually engaging formats. - Apply critical thinking to identify areas for improvement in slide structure, flow, and coherence. - Collaborate virtually to deliver prompt feedback and high-quality presentation assets as part of a larger initiative. - Contribute real-world examples and domain-specific insights to bolster the training and evaluation of AI models. Preferred Qualifications - Proven expertise in Microsoft PowerPoint and advanced presentation design techniques. - Strong portfolio demonstrating effective data visualization and visual storytelling capabilities. - Keen attention to detail and commitment to producing high-quality, polished deliverables. - Exceptional written communication and content editing skills tailored for diverse audiences. - Experience translating technical or complex content into accessible, visually appealing formats. - Ability to think critically and provide constructive feedback on narrative flow and design choices. - Previous consulting or professional experience in enhancing business presentations is advantageous.

Contractor· Remote (US, UK and CAN)

Status: Open

$150–$350/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Corporate Attorney

Role Title: Corporate Attorney Role Type: Contractor Location: Remote micro1 is engaging Corporate Attorneys to contribute their expertise to a customer project focused on advancing the legal capabilities of next-generation AI systems. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. This engagement is especially attractive for legal professionals with a background in computer science, technical domains, or previous hands-on experience with AI/data annotation initiatives. Scope of Work - Analyze complex legal scenarios in mergers & acquisitions, private equity, and capital markets to develop high-fidelity data sets for AI training. - Draft, review, and annotate legal documents to ensure accuracy and provide nuanced legal context for annotation tasks. - Evaluate commercial litigation cases, distilling key facts and legal arguments for structured data representation. - Assess and synthesize corporate law issues, offering expert insight into best practices and emerging trends. - Collaborate with technical specialists to translate legal reasoning into structured insights that inform AI model development. - Identify and flag inconsistencies or ambiguities in legal materials to help improve data quality and model reliability. - Deliver detailed, precise feedback on model outputs, ensuring that legal nuance and real-world applicability are maintained. Preferred Qualifications - J.D. from an accredited institution and active bar membership (U.S. or international equivalent). - Minimum of 3 years of experience as a practicing attorney in mergers & acquisitions, corporate law, commercial litigation, capital markets, or private equity. - Proven attention to detail and ability to synthesize complex legal materials with clarity and precision. - Demonstrated experience in drafting and reviewing transactional documents or litigation materials. - Background in computer science, technical domains, or previous participation in AI/data annotation projects is strongly preferred. - Ability to communicate legal reasoning for both technical and non-technical audiences. - Strong analytical skills and a collaborative, solution-oriented mindset.

Contractor· Remote

Status: Open

$140–$350/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Data Science Specialist

Role Title: Data Science Specialist - Executive Presentation Review Role Type: Contractor Location: Remote (US, UK or CAN) micro1 is engaging Data Science Specialists to contribute to a customer's project focused on elevating the quality and impact of business presentations and analytical reporting. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Reconstruct, redesign, and enhance data-driven presentations using Microsoft PowerPoint to ensure clarity and visual consistency. - Create compelling visualizations that transform complex data into insights, supporting effective visual storytelling across various audiences. - Edit content for accuracy, flow, and narrative impact while maintaining high standards of written communication. - Apply advanced data analysis and statistical reasoning to interpret datasets and derive actionable conclusions for presentation materials. - Develop analytics reports that summarize key findings, trends, and recommendations with precision and attention to detail. - Critically review and refine existing slides and reports to align with best practices in data visualization and design. - Collaborate on feedback cycles to iteratively improve deliverables based on project-specific requirements. Preferred Qualifications - Expert-level proficiency in Microsoft PowerPoint, with a strong portfolio demonstrating slide reconstruction and advanced presentation design. - Proven ability to distill and visualize complex datasets into accessible, business-oriented insights. - Experience with content editing, data storytelling, and producing analytics reports for diverse stakeholders. - Keen critical thinking skills and exceptional attention to detail in both quantitative and qualitative tasks. - Strong written communication abilities, with a track record of crafting clear, concise, and engaging narratives. - Background in data science, analytics, statistics, or a related field; prior consulting experience is a plus. - Comfort participating in remote, collaborative projects with dynamic requirements and iterative feedback.

Contractor· Remote (US, UK or CAN)

Status: Open

$150–$350/hr

Verified Oct 3, 2026

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Expert WorkMicro1

Finance Specialist

Role Title: Finance Specialist - Executive Presentation Review Role Type: Contractor Location: Remote (US, UK or CAN micro1 is engaging Finance Specialist to contribute to a customer's project focused on elevating the quality, impact, and clarity of financial presentations and investor materials. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. Scope of Work - Reconstruct and enhance Microsoft PowerPoint slides to effectively convey complex financial data and insights. - Design visually compelling presentations that integrate robust data visualization and storytelling techniques. - Review, edit, and refine content for accuracy, readability, and alignment with best practices in financial communications. - Translate quantitative analysis and valuation results into clear, investor-ready materials. - Evaluate and provide feedback on presentation drafts with a focus on data integrity and persuasive messaging. - Collaborate asynchronously to deliver high-quality input that supports project requirements and milestones. Preferred Qualifications - Advanced knowledge of financial analysis, modeling, and valuation methodologies. - Proficiency in Microsoft PowerPoint, with a portfolio of reconstructed or custom-designed presentations. - Demonstrated expertise in data visualization and visual storytelling for financial audiences. - Excellent written communication and editorial skills, with attention to detail and critical thinking. - Direct experience preparing investor materials, pitch decks, or board-level financial reports. - Comfort working independently and delivering nuanced feedback to enhance project outcomes. - Background in finance, investment banking, consulting, or related professional domains.

Contractor· Remote (US, UK or CAN

Status: Open

$150–$350/hr

Verified Oct 3, 2026

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