About Micro1: Job Type: Contractor (~15 hrs a week)Location: RemoteSchedule: 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 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 instinctsA cybersecurity or SecOps background is a big plus — secure coding, appsec, pentesting, vulnerability assessment, OWASP/CWE, or security-focused reviews.Preferred QualificationsProven experience in backend development, with a track record of delivering high-quality and performant projects.Background in cybersecurity, such as penetration testing, vulnerability assessment, or security code reviews.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.A note on the process: our interview and assessment stages are designed to see how you think, so we ask that you complete them without outside assistance. The same applies once you're on the project — the value of the work comes from your own judgment.Process:Apply to the role, filling out the screening questionsComplete AI Interview (approx. 30 minutes)Technical Assessment (Tentative)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.
Python3
Java
Rust
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About Micro1: Job DescriptionRole Title: Federal Staff Reporting AnalystRole Type: ContractorLocation: Remote (US Only)micro1 is engaging Federal Staff Reporting Analyst Experts to contribute to a dynamic 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 WorkCreate, review, and refine authentic federal reporting artifacts such as Weekly Action Reports (WARs), Situation Reports (SITREPs), after-action summaries, and executive briefings, based on provided prompts and documentation.Develop high-quality, clear written responses and summaries that reflect the nuanced styles and standards of federal and military reporting practices.Evaluate and grade sample project submissions, utilizing detailed grading guidelines to assess clarity, accuracy, compliance, and adherence to reporting conventions.Contribute input artifacts and golden reference responses for a variety of status, activity, and compliance report types often used across federal agencies and military branches.Support the creation of guidelines, criteria, and evaluative rubrics for training AI models in federal report generation and staff writing.Consult on task design and requirements, lending insights from specialized reporting experience to improve project outputs.Participate in feedback cycles to ensure deliverables consistently meet evolving project and client standards.Preferred QualificationsPrior experience as a federal professional in the US Department of War/Defense, with a minimum of 3 years engaged in federal reporting or staff writing functions.Demonstrated expertise producing templated reports, such as WARs, MARs, SITREPs, after-action reports, executive summaries, and similar documents.Background with one or more branches of the US military; a diverse range of experiences across branches and positions is especially valued.Exceptional written and verbal communication skills, with a strong attention to clarity, tone, and compliance with federal style guides.Experience using Microsoft Office suite (PowerPoint, Excel, Word) in producing official reports, memos, and presentations.Ability to articulate reporting methodology and provide feedback for training and assessment purposes.Based in the United States with a proven track record of confidential and compliant report handling in a federal or military context.
