Full Stack Developer

Full-stack engineering review

Assess AI-generated code and designs across the web stack, and build tools that support data annotation and quality control. The work draws on production development experience and architectural judgment.

• Evaluate frontend interfaces in React or Vue and backend logic in Node.js, Python, or C#.
• Identify defects, architecture weaknesses, and performance bottlenecks.
• Build full-stack tooling for annotation and quality workflows.
• Review system designs for scalability, reliability, and efficient operation.
• Give clear, structured technical feedback that improves generated output.

Required background

Professional full-stack production experience in the three to five-plus year range is required. Strong proficiency in JavaScript or TypeScript, Python, and Rust is essential, along with confidence working independently in frontend and backend layers.

You must hold a master's-level or doctoral degree in Computer Science or a related technical discipline from a reputable institution. Careful code review, system design judgment, and precise technical writing are important.

Useful experience

Distributed systems, microservices, large infrastructure, developer tools, CI/CD, and infrastructure engineering are useful backgrounds. AI or ML workflows, model review, annotation pipelines, technical writing, mentoring, and code review experience are also welcome.

Arrangement

The hourly contract is fully remote and asynchronous, with flexible scheduling for 10 to 40 hours weekly. Further AI training projects may support continued contract work.