Micro1 review · AI Training & Data Labeling
Open Source Contributor — GitHub Software Engineering (micro1)
What the work involves
micro1 is engaging Open Source Software Engineers for an AI training project involving software development, repository exploration, debugging, system architecture and code evaluation. You'll create, solve, review and validate challenging engineering tasks across front-end and back-end systems, and work on translating builds from one language into another. The focus is on real engineering ability, not documentation or formatting changes. No prior AI experience required — your open-source engineering expertise is what matters.
The work spans exploring unfamiliar repos, implementing and debugging front-end/back-end systems, tracing data across services and APIs, reproducing and diagnosing issues, implementing architecturally-aligned fixes, and writing unit through end-to-end tests. A key component is reviewing AI-generated patches for correctness, completeness, security and maintainability. You must be prepared to discuss specific repositories, PRs, issues and code you personally authored. Compensation is output-based and paid per completed task.
What you'll do
- Explore and understand unfamiliar software repositories
- Implement, modify and debug front-end and back-end components
- Trace data and execution across interfaces, services, libraries, APIs and databases
- Reproduce software issues and identify underlying causes
- Implement solutions fitting existing project architecture and contribution standards
- Write unit, integration, regression and end-to-end tests
- Review AI-generated patches for correctness, completeness, security and maintainability
Requirements & eligibility
- Public or verifiable GitHub profile
- Meaningful ownership of or contributions to one or more open-source repositories
- Strong software-engineering experience across front-end, back-end, full-stack, systems, or dev tooling
- Experience with multiple programming languages (TypeScript, JavaScript, Python, Java, Go, Rust, C++, C#, Ruby, PHP, or others)
- Ability to understand and modify unfamiliar codebases
- Prepared to discuss specific repositories, pull requests, issues and code you authored
How to apply
Applications go directly to micro1. Read their terms before you sign up — and if anything feels off, run the scam check below first.
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Micro1: rates, payout terms & requirements
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