Write hard feature and bug-fix tasks for AI coding models, plus deterministic verifiers that accept any valid solution and reject the rest. About 15 flexible hours a week, paid per accepted task on a $30–100/hour band, 300 openings; security backgrounds are a plus.
Write production-style DevOps tasks (CI/CD, Kubernetes, IaC, monitoring, incident response) with working reference solutions, then review and correct AI-generated attempts. Remote contractor, $50–100/hour, 20+ hours a week, 3+ years in DevOps, SRE or platform work.
Experienced IT leaders plan and run a small technology initiative with an external vendor, SLAs and stakeholder reporting, generating realistic management scenarios to train AI. Contractor, remote, 50 openings, $70–130/hour. Six years leading multi-quarter tech initiatives is the bar.
Play selected PC games while recording frame-synced video and keyboard and mouse telemetry, capture in-game event data, annotate gameplay and log bugs, for at least 2–3 hours a day. $10–14/hour, 100 openings, contractor. Competitive or professional gaming experience preferred.
Play AAA games on your own high-end PC while in-house tools capture the session, then organise and annotate the recordings for AI training. Remote contract, $10–15/hour on a pay-per-task model, 50 openings. You must own the gaming rig and the required titles.
Run realistic developer workflows (pull requests, code review, issues, CI runs) through AI tools and grade whether the results are correct, while seeding reproducible repos and wiring up integrations. Three years of Git and CI/CD experience; MCP and connector familiarity valued. Four openings, $50–70/hour.
Build features, fix hard bugs and refactor legacy code inside existing open source projects, with clear write-ups of each solution, as training input for AI coding models. Expert level in two languages plus open source and competitive programming experience. 37 openings, paid per task on a $50–100/hour band.
Build, tune and evaluate ML models in Python with MongoDB-backed data pipelines for a customer AI training project, and document every experiment. Remote contractor, $80–140/hour, 35 openings. scikit-learn, TensorFlow or PyTorch plus hands-on MongoDB is the core stack.
Technical experts audit the tasks used to train and evaluate AI systems, checking each is accurate, realistic, solvable, reproducible and properly tested. You are matched to one of eight specialties, from GPU kernels and Kubernetes to CVE security and SWE-Bench, and take an assessment in it. $60/hour, remote contractor.
Evaluate AI-generated code for correctness and design, write hard coding problems with reference solutions and test cases, and review how a model reasons about architecture, debugging and system design. Asks for a year at a top technology company and a base in an English-speaking country. Remote contractor work at the top of this board's pay range.
Build reinforcement learning environments that test whether an AI model can fix bugs, add features, refactor code and tune performance in real repositories, then write the golden reference solution it is graded against. Public open-source contributions are the requirement, not AI experience. Remote contractor work, roughly 15 hours a week.
Stress-test autonomous coding agents: review the code they write, find the edge cases where they break down, and build the rubrics and harnesses used to score them. Task-based, fully remote, 10–40 hours a week at your own pace.
Design the coding benchmarks that decide whether a frontier AI model can actually reason, debug and ship production code, and build the data pipelines behind those evaluations. A three-month remote hourly contract, full-time availability preferred.
Build and maintain the backend services, APIs and data pipelines behind AI training, evaluation and deployment. A fully remote hourly contract at 20–40 hours a week, aimed at engineers with five or more years of production experience.
Build reinforcement learning environments that test whether an AI agent can fix bugs, implement features, refactor and optimise code while discovering and reasoning over information from real MCP servers. You design the reproducible environment, the deterministic verification and the golden reference solution. Remote contractor work, roughly 15 hours a week, hours of your choosing.
Native Dutch speakers familiar with usage in the Netherlands review AI-generated coding output, JSON and technical customer service replies for correctness and natural Dutch. Requires strong JSON and basic coding; residence in the Netherlands is not required. Remote contractor work via Meridial at $21/hour.
Native German speakers familiar with usage in Germany review AI-generated coding output, JSON and technical customer service replies for correctness and natural German. Strong JSON and basic coding required; you do not have to live in Germany. Remote contractor work through Meridial at $21/hour.
Native Italian speakers check AI-generated code explanations, JSON and technical support replies for correctness and for Italian that sounds natural as used in Italy. Needs solid JSON and basic coding; you do not have to live in Italy. Remote contractor work through Meridial at $21/hour.
Native Portuguese speakers who know Brazilian usage evaluate AI-generated coding output, JSON and technical support replies for accuracy and natural Brazilian Portuguese. Strong JSON and basic coding required; you need not live in Brazil. Remote contractor work via Meridial at $21/hour.
Native Welsh speakers review AI-generated coding answers, JSON and technical customer service replies for accuracy and for Welsh that sounds natural as used in Wales. Strong JSON and basic coding are required; living in the UK is not. Remote contractor work through Meridial at $21/hour.
Native French speakers with a Canadian ear review AI-generated coding answers, JSON and technical customer service replies for accuracy and natural Canadian French. JSON and basic coding skills required; living in Canada is not. Remote contractor work through Meridial at $21/hour.
An umbrella listing for evaluating AI-generated customer service and technical responses, with a strong focus on JSON and coding, for speakers of Netherlands Dutch, Welsh, Canadian French, German, Italian or Brazilian Portuguese. Qualification includes an unscripted spoken answer. Remote contractor work via Meridial at $21/hour.
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