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About Micro1: Role Title: Software Engineer (Open Source Contributor)Role Type: ContractorLocation: Anywhere in the world, remoteOpportunity SnapshotPay: $50–100/hourTime per task: ~15 hours per runOnboarding: As soon as you’re selected, Talent Ops will send you everything you need to get startedYou’ll need: clear open source contributions and a profile to showcase them, such as GitHub (preferably with C++, Python, Java, Go, TypeScript, or Rust). If you don’t, you’ll be assessed through a HackerRank assessment instead.Your tasks: Build reproducible Reinforcement Learning Environments that test an AI model’s ability to fix code, add features, refactor, and optimize performance - including a golden reference solution for each problemBonus: experts who complete the AI interview for this specific role move through the process significantly faster.We care about your human judgment: our interview and assessment stages are designed to see how you think, so we ask that you complete them on your own, without AI assistants or help from others.Job DescriptionIn 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 forStrong backend experience in Java, Node.js, Go, Rust, Typescript, Python, C++ or similarA track record building scalable services and APIsComfort with debugging, performance work and automated testingSolid code review instinctsPreferred QualificationsProven experience in backend development, with a track record of delivering high-quality and performant projects.Demonstrated success in identifying and resolving software bugs and system bottlenecks.Experience with codebase refactoring and implementing complex features in large-scale applications.Strong understanding of algorithms, data structures, and foundational computer science concepts.Excellent analytical, problem-solving, and technical communication skills.Scope of WorkContribute expert-level code samples, debugging strategies, and development insights in Python3, Java, Rust, Go, C++, or TypeScript.Analyze, troubleshoot, and resolve complex software defects and performance bottlenecks in diverse codebases.Implement robust new features, ensuring scalability, maintainability, and adherence to software best practices.Refactor and optimize legacy code to improve clarity, efficiency, and long-term reliability.Document technical reasoning, solution approaches, and code decisions to enhance AI training data quality.Review and validate peer-contributed code and technical submissions for accuracy and clarity.Preferred QualificationsSignificant hands-on expertise in at least one of the following: Python3, Java, Rust, Go, C++, or TypeScript.Deep understanding of algorithms, data structures, and software engineering principles.Proven ability to debug complex systems, resolve bugs, and deliver effective optimizations.Experience with large codebase refactoring and legacy system modernization.Track record of delivering high-impact features from conception through delivery within cross-functional projects.Strong documentation and communication skills to articulate technical concepts clearly.Interest in or curiosity about AI and its technical challenges (previous AI experience not required).Process:Apply to the role, filling out the screening questionsComplete AI interview (aprox. 20 minutes)Technical Assessment (if your GitHub profile doesn’t fully showcase the expertise required for this role)Hiring Manager reviewCompensation StructureCompensation is output-based; experts are paid per task 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. Experts must submit a minimum of tasks per week.Start Timeline & AvailabilityWe typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.

About Micro1: Job DescriptionRole Title: Generalist, US Personal FinanceRole Type: Contractor (Short Term)Location: Remote - US ONLYmicro1 is engaging Generalist, US Personal Finance contributors to participate in a short-term, paid AI project focused on personal finance. 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 involves completing structured, real-world financial tasks designed to improve AI comprehension of US household budgeting, tax filing, and modern digital finance workflows. Compensation is a one-time lump sum payment of $2,535, with eligibility requiring participants to securely connect their US-based financial account(s) via Plaid and complete a minimum of 4 project tasks. Contributors must currently reside in the United States, hold US-based financial accounts, and have personally filed a 2025 US federal income tax return. Onboarding occurs on a rolling basis, and all project tasks must be completed by Wednesday, October 21, 2026.Scope of WorkComplete a series of structured tasks (minimum of 4) simulating genuine US personal finance workflows, including tax filing and household budgeting scenarios.Securely connect your US-based financial account(s) via Plaid as part of the project requirements; all personally identifiable information is redacted before downstream use.Accurately enter and verify financial data using online banking platforms, financial apps, and basic spreadsheets.Follow detailed written instructions to ensure project deliverables meet strict quality and accuracy standards.Document step-by-step processes, using clear written communication for each completed assignment.Manage your own task pipeline and deliver all outputs by the Wednesday, October 21, 2026 deadline.Preferred QualificationsProficiency with personal finance management, including household budgeting and using digital finance tools.Exceptional attention to detail and a methodical approach to data entry and documentation.Strong written and verbal communication skills, with an emphasis on clarity and accuracy.Demonstrated ability to follow instructions and deliver high-quality work independently and remotely.Experience with online banking platforms, financial apps, and basic spreadsheet tools (e.g., Google Sheets, Excel).

About Micro1: Job DescriptionRole Title: Accountant / AuditorRole Type: ContractorLocation: Remotemicro1 is engaging Accountant / Auditors to contribute to a customer's project focusing on rigorous financial oversight and compliance. 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 finance professionals with a strong background in financial reporting, auditing, and tax compliance, who are eager to impact cutting-edge technology with their practical expertise.Scope of WorkReview and evaluate financial statements for accuracy and compliance with GAAP or IFRS standards.Develop and validate financial models using advanced Excel functions.Assess and document audit procedures and internal control frameworks.Analyze tax compliance documentation and ensure alignment with relevant regulations.Prepare detailed written reports summarizing findings and recommendations based on provided financial data.Contribute real-world scenarios and case studies to inform the development and training of AI models.Provide concise, constructive feedback on financial documentation and reporting best practices.Preferred QualificationsMinimum 5 years of hands-on experience in financial reporting, audit, or tax compliance roles.Deep understanding of GAAP, IFRS, and international financial reporting requirements.Expert proficiency with Excel, including financial modeling and advanced analytical functions.Proven track record conducting audits and preparing audit documentation for diverse business entities.Demonstrated ability to articulate complex financial concepts in clear, well-structured written and verbal formats.Experience contributing to process improvements or technology-driven finance projects is a plus.Professional certification such as CPA, ACCA, or equivalent is highly valued.

About Micro1: Job DescriptionRole Title: Agriculture, Forestry & Environmental ExpertsRole Type: ContractorLocation: Remotemicro1 is engaging Agriculture, Forestry & Environmental Experts to collaborate on a customer project aimed at advancing sustainable practices and environmental stewardship. 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 WorkContribute domain-specific knowledge to support the training and evaluation of AI-driven solutions in agriculture, forestry, and environmental science.Provide detailed assessments on industry practices, challenges, and innovations across subdomains such as agricultural engineering, food science, conservation, and land management.Review, annotate, and validate datasets, documents, and scenarios to ensure the accuracy and relevance of AI systems in real-world applications.Create and refine technical content, process explanations, and policy guidance for diverse agricultural and environmental contexts.Advise on regulatory frameworks, sustainability initiatives, and emerging trends relevant to agriculture, forestry, and environmental conservation.Participate in written and verbal discussions to clarify project objectives, share insights, and align on deliverables.Support interdisciplinary collaboration among project stakeholders, ensuring consistent application of expert knowledge throughout project phases.Preferred QualificationsMinimum of 5 years’ professional experience in agriculture, forestry, environmental conservation, or related subdomains (including agricultural engineering, food science, farm/ranch management, conservation science, or forestry).Proven expertise in sustainable agriculture, land management, or conservation practices.Strong written and verbal communication skills, with an emphasis on clarity and technical accuracy.Demonstrated ability to analyze complex systems, solve problems, and provide actionable recommendations.Familiarity with current regulatory standards, industry trends, and technological advancements in agriculture and environmental management.Experience collaborating on interdisciplinary projects or with cross-functional teams.Advanced degree in a relevant field is highly regarded.

About Micro1: Job DescriptionRole Title: Retail Trade & Operations ExpertRole Type: ContractorLocation: Remotemicro1 is engaging Retail Trade & Operations Experts to contribute their specialized knowledge to a high-impact customer project within the retail sector. 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 open to professionals from various subdomains including Pharmacists, First-Line Supervisors of Retail Sales Workers, General and Operations Managers, and Private Detectives and Investigators who bring at least 5 years of hands-on expertise in retail operations.Scope of WorkReview, analyze, and provide feedback on simulated retail scenarios and operational workflows to ensure authenticity and accuracy.Contribute insights on best practices, industry standards, and compliance requirements across retail trade subdomains.Create, evaluate, and refine written content related to retail operations, sales processes, and customer service interactions.Assess and validate the logical consistency of retail problem-solving methods and decision-making processes.Participate in structured discussions to clarify terminology, operational nuances, and context-specific challenges within the retail environment.Deliver actionable recommendations for improving AI outputs based on real-world retail expertise.Collaborate remotely using strong written and verbal communication skills to ensure clear, effective knowledge transfer.Preferred QualificationsMinimum of 5+ years of experience in retail trade, operations, or relevant subdomains (e.g., pharmacy operations, retail supervision, general management, private investigation in retail).Demonstrated ability to articulate complex operational processes and scenarios clearly in both written and verbal formats.Proven track record of implementing or advising on retail best practices and compliance requirements.Strong analytical skills with attention to detail in reviewing and validating workflows, procedures, and case studies.Experience working collaboratively in remote or distributed engagements.Familiarity with technology-driven solutions or platforms used in retail is a plus.Proactive approach to problem-solving and a commitment to high-quality, real-world accuracy in all deliverables.