In this role, you will apply your legal expertise to evaluate complex legal scenarios, review AI-generated legal work, and provide expert feedback to help train advanced AI models.
Scope of Work
Analyze legal scenarios involving litigation, corporate transactions, and regulatory or compliance matters to identify key legal issues, risks, and relevant legal principles.
Review and evaluate AI-generated legal analyses, arguments, contracts, and other legal documents for accuracy, completeness, and sound reasoning.
Identify legal errors, unsupported conclusions, missing information, and weaknesses in legal reasoning.
Apply professional legal judgment to complex or ambiguous situations, considering relevant laws, facts, and competing interpretations.
Provide clear, structured feedback and corrections to improve the quality and reliability of AI-generated legal outputs.
Required Qualifications
Juris Doctor (J.D.) degree from a U.S. law school.
Active bar license in at least one U.S. state or the District of Columbia.
More than 3 years of substantive post-J.D. legal practice.
Strong legal reasoning, issue-spotting, legal writing, and document review skills.
Excellent written English communication and attention to detail.
Ability to work independently in a remote contractor environment.
Preferred Qualifications
Experience in any legal practice area, including litigation, corporate, commercial, employment, personal injury, criminal, family, immigration, insurance, intellectual property, healthcare, securities, real estate, tax, privacy, environmental, or regulatory law.
Experience reviewing complex legal documents, identifying substantive errors, or evaluating competing legal arguments.
Familiarity with legal technology, AI-assisted research, or AI evaluation is a plus, but not required.
Role Title: Personal Injury Lawyer
Role Type: Contractor
Location: Remote, US-based only
Personal Injury Lawyers to contribute to a project focused on improving AI systems' legal reasoning and accuracy. You will review legal scenarios, evaluate AI-generated legal work, and provide expert feedback to help train advanced AI models.
Scope of Work
-Analyze legal scenarios to identify key issues, assess liability, and apply sound legal judgment.
Review AI-generated legal analyses, arguments, and documents for accuracy and completeness.
Identify legal errors, missing information, and weaknesses in legal reasoning.
Provide clear, structured feedback and corrections to improve AI-generated outputs.
Required Qualifications
J.D. degree from a U.S. law school.
Active bar license in at least one U.S. state.
More than 3 years of practicing law, preferably in personal injury or civil litigation.
Strong legal reasoning, issue-spotting, and document review skills.
Excellent written English communication and attention to detail.
Job Type: Contractor (~15 hrs a week)
Location: Remote
Schedule: Flexible, you pick the hours and days (including weekends if desired)
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.
You'll create realistic, interesting and challenging coding tasks for AI to solve involving feature implementation and bug fixes, and implement deterministic verifiers that accept reasonable valid solutions and reject everything else.
What we're looking for
Strong backend experience in Java, Node.js, Go, Rust, Typescript, Python, C++ or similar
A track record building scalable services and APIs
Comfort with debugging, performance work and automated testing
Solid code review instincts
Job Type: Contractor (~15 hrs a week)
Location: Remote
Schedule: Flexible, you pick the hours and days (including weekends if desired)
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.
You'll create realistic, interesting and challenging coding tasks for AI to solve involving feature implementation and bug fixes, and implement deterministic verifiers that accept reasonable valid solutions and reject everything else.
What we're looking for
Strong backend experience in Java, Node.js, Go, Rust, Typescript, Python, C++ or similar
A track record building scalable services and APIs
Comfort with debugging, performance work and automated testing
Solid code review instincts
A strong testing background is a big plus — experience designing test strategy, building and maintaining large test suites, diagnosing flaky tests, or raising the testing bar on a team.
Dated: 03.10.2026
Role Title: Software Engineering Specialist - Executive Presentation Review
Role Type: Contractor
Location: Remote (US, UK or CAN)
micro1 is engaging Software Engineering Specialists to contribute technical expertise to a customer project focused on advanced presentation design and technical documentation. 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 allows you to leverage your background in software engineering and technical communication to influence the future of intelligent systems.
Job Type: Remote
Schedule: Flexible, you pick the hours and days (including weekends if desired)
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.
You'll create realistic, interesting and challenging coding tasks for AI to solve involving feature implementation and bug fixes, and implement deterministic verifiers that accept reasonable valid solutions and reject everything else.
In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
You'll create realistic, interesting and challenging coding tasks for AI to solve involving feature implementation and bug fixes, and implement deterministic verifiers that accept reasonable valid solutions and reject everything else.
What we're looking for
Strong backend experience in Java, Node.js, Go, Rust, Typescript, Python, C++ or similar
A track record building scalable services and APIs
Comfort with debugging, performance work and automated testing
Cyber Security Engineers to contribute technical 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.
What we're looking for:
Analyze, debug, and resolve software bugs and vulnerabilities across diverse codebases.
Implement new features and enhance existing functionality in projects using Python3, Java, Rust, Go, C++, or TypeScript.
Refactor legacy code to improve maintainability, security, and performance.