OpenTrain is the #1 platform for people building careers in AI training and data labeling. We connect skilled contributors with specialist projects, help you build a unified AI training portfolio, and support durable freelance careers in a fast-growing industry.
About AI training work (why it matters)
AI training is the human side of building intelligent systems: people create, review, and refine the examples that teach models to understand and generate code, language, images, and more. Contributors do remote, flexible work that directly shapes how models behave.
This role focuses on frontend code: ensuring examples and corrections produce accessible, maintainable, production-ready HTML/CSS.
Work is contractor-friendly and often part-time, letting you choose hours while contributing to cutting-edge AI training.
The role
As an HTML/CSS Quality Assurance Lead you'll review AI-generated HTML/CSS and trainer QA output for semantic correctness, accessibility, responsive behavior, cross-browser compatibility, CSS architecture, maintainability, and rubric adherence. You will provide precise, actionable feedback and drive quality improvements across projects.
This is an hourly remote contractor role: 20+ hours per week, US-based contractors only, paid at $80/hr. Employment type: contractor, part-time.
What you'll do
Review HTML/CSS snippets, layout implementations, accessibility fixes, debugging responses, and written explanations for correctness and clarity.
Monitor quality, spot recurring issues, and escalate critical or repeated problems to preserve dataset integrity.
Communicate guideline changes and workflow updates to contributors and help keep the community aligned.
Maintain and improve style guides, FAQs, examples, honeypots, calibration tasks, trackers, and onboarding materials.
Support onboarding and training calls for HTML/CSS contributors and help calibrate new reviewers.
Flag inaccessible, misleading, invalid, brittle, or non-production-ready frontend recommendations.
Identify recurring quality gaps and help build scalable QA processes and checks.
Requirements
Strong HTML and CSS expertise: semantic markup, forms, tables, ARIA basics, responsive layouts, flexbox, grid, specificity, and the CSS cascade.
Experience reviewing frontend code or QA output against detailed rubrics and giving clear technical feedback.
Clear written English communication and comfort providing constructive critique to contributors.
Familiarity with browser DevTools, Lighthouse, WCAG basics, GitHub, and common frontend workflows is preferred.
Experience leading or supporting remote teams of reviewers, trainers, or frontend contributors is strongly preferred.
Availability for 20+ hours per week; role is US-only and conducted remotely.
Intermediate experience level; must be able to evaluate code for production-readiness and maintainability.
Helpful background
Useful experience includes AI training, data annotation, LLM evaluation, frontend code QA, accessibility review, and rubric-based code review. Familiarity with design systems, Figma handoff, CSS modules, Tailwind, Bootstrap, Sass, CI/CD, and frontend build tools is a plus.
How it works
OpenTrain hires and contracts contributors directly. This opportunity is an hourly contractor engagement paid at $80 USD per hour. You'll work remotely and set a regular part-time cadence of 20+ hours per week.
The work is focused on COMPUTER_CODE_PROGRAMMING data and uses evaluation/rating and RLHF-style review tasks. OpenTrain provides project docs, rubrics, and calibration materials; you'll help maintain and improve them.
Payment: $80/hour (hourly contractor).
Time commitment: 20+ hours/week; part-time contractor.
Language: English required. Location: United States only.
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