Data & labeling
Text, image, audio, plus feedback ranking and safety passes. We run the queues and the QA so your product team doesn't have to babysit spreadsheets.
- Custom guidelines & tooling
- Multilingual coverage
- Managed production teams
Aiming for global solutions
Companies hire our developers for real product work. Contributors join free training, then pick up paid tasks. Everyone's welcome, wherever you're based.
Pick the door that fits. Most people find us through careers or client projects; the other lines are there when you need them.
Text, image, audio, plus feedback ranking and safety passes. We run the queues and the QA so your product team doesn't have to babysit spreadsheets.
Need an MVP, integration, or extra hands on a product feature? We place contract engineers, the same people we train internally, not a faceless bench.
No tuition for our career tracks. You learn the job, pass calibration, then get real paid work on the data side or engineering side.
Code every day, or don't. Same path: assess, train, prove yourself on a pilot, then paid work.
A rigorous path for contributors who work with code, repositories, and modern dev tools. You'll review generated output, fix bugs in sandboxed environments, and support quality on live engineering tasks.
Submit your portfolio or GitHub. Complete a timed coding exercise and logic assessment tailored to technical review work.
Learn evaluation rubrics, sandbox workflows, and how to score generated code against production standards.
Join a supervised pilot with senior reviewers. Hit quality thresholds on bug-fix and feature-completion tasks.
Graduate to paid global projects: coding review, technical QA, and quality squads with performance bonuses.
Our biggest intake. Strong English (plus other languages is a plus), patience for detail, no CS degree required. You'll rank responses, tag images, and flag safety issues: the detailed work clients actually need.
Quick cognitive and comprehension test. Highlight any local languages, subject expertise, or prior annotation experience.
Hands-on modules: bounding boxes, NER, dialogue ranking, safety flags, and preference pairs, all with live mentor feedback.
Match expert annotator benchmarks on sample batches. Inter-annotator agreement (IAA) must meet project thresholds.
Access paid task queues (text, image, audio, and multimodal) with tier upgrades for top performers and team leads.
Onboarding takes a few minutes. After that, you see every open role that matches your location and track.
Free application · Remote-friendly · Global contributors welcome
We'd rather teach you properly than throw you into a queue cold. Training costs you nothing; we make money when you're good enough for client work.
We've been at this since 2023. Contributors stay because the training is real and the pay shows up. Clients stay because we answer messages.
Training is free. Once you pass calibration, you earn on live production queues with transparent tier rates.
Slack-style cohort channels, weekly office hours, and reviewers who help you level up, not just score you.
Start on the data track and move into SWE work as you upskill, or specialize deeper as a lead annotator.
Different time zones, same respect. We hire on skill and reliability, not where your passport says you're from.
Exit packages and verified certificates for interns and contributors: proof of work for your next career step.
NDA-backed projects, data handling training, and policies aligned with international safety standards.
"The training pushed me. I missed calibration once, came back prepared, and passed. Reviewers were patient. Today I'm a mid-level Python developer on live client work, and I'm still growing."