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Full-Stack Code Evaluation Engineer

Evaluate AI-generated full-stack code, system designs, and technical explanations using your Node.js, React, and TypeScript expertise. Remote contractor work offers 20 or more hours per week and rates up to $100 per hour, depending on country.

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OpenTrain AI

Coding & Software

Remote Hourly · $60–$100/hr

$60–$100/hr

Compensation

Contract, part-time

Engagement

Remote

Location

Jul 8, 2026

Posted

Open to applicants in

United States India Germany

The Work

You will review AI-generated full-stack code, system designs, and technical explanations. You will also create prompts, reference implementations, and detailed answers that show sound engineering practices.

Your evaluations will focus on whether solutions are correct, clear, secure, performant, scalable, and aligned with the prompt. You will assess both the implementation and the quality of the technical reasoning behind it.

  • Review API design, authentication and authorization, data modeling, React rendering and state, Node.js runtime behavior, asynchronous work, error handling, testing, and observability.
  • Fact-check technical information and write full-stack prompts and model solutions.
  • Compare AI responses for reasoning quality and engineering best practices.
  • Identify issues that could affect correctness, security, performance, scalability, or maintainability.

What It Pays and Takes

This is remote, hourly contractor work. Rates vary by country, and the role is open to candidates in Germany, India, and the United States.

  • Pay: Up to $100 per hour in Germany and the United States, and up to $60 per hour in India.
  • Hours: Part-time work requiring 20 or more hours per week.
  • Education: A bachelor's degree or higher in computer science, software engineering, or a closely related technical field, or equivalent practical experience.
  • Experience: At least four years of professional experience building production web applications with Node.js and React.
  • Technical skills: Strong TypeScript proficiency, Node.js asynchronous patterns, APIs, validation, security, error handling, and background jobs.
  • Frontend skills: Experience with React hooks, state management, and performance optimization.
  • Data skills: Experience with PostgreSQL, MySQL, or MongoDB, including schema design, migrations, indexing, and query optimization.
  • Security skills: Knowledge of sessions, JWT, OAuth/OIDC, and role-based access controls.
  • Engineering practices: Strong unit, integration, and end-to-end testing practices, plus familiarity with CI/CD workflows.
  • Language and approach: C1 English proficiency and a detail-oriented, systematic approach to evaluating technical reasoning.
  • Helpful background: Express, Fastify, NestJS, Prisma, TypeORM, Next.js, or previous work in AI data training, annotation, or evaluation of AI-generated technical content.

How It Works

Apply on OpenTrain with your resume and then complete the application on the hiring site.

About AI Training Work

OpenTrain is the hiring and contracting organization for this role. AI training work uses human reviews and examples to help modern AI systems produce more accurate, useful, and reliable results, and experienced engineers are needed to assess technical code and reasoning.

Requirements

  • Experience: Entry level
  • Languages: English

How to apply

  1. Apply here on OpenTrain. You create a free account and add your resume.
  2. Complete your application for this role on OpenTrain.

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