Work from around the world
Join language and regional projects matched to where you live and the dialects you genuinely speak.
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Get paid to help improve AI.
Complete paid projects involving voice recordings, conversations, language, and other real-world tasks. Your submissions help AI systems better understand how people speak, communicate, and work.
Short-term, remote projects for contributors around the world.
Why contribute with Specific
Clear rates and simple payouts
See the reward before you begin. Accepted work is paid through Dots, with no payout account setup required.
Work on your schedule
Complete available tasks when they fit your schedule, following each project’s recording and quality requirements.
Help advance AI
Your real-world voice, language, and professional context help teams train and evaluate more useful AI systems.
How it works
- 1
Create your profile
Tell us your age eligibility, country, languages, and relevant background.
- 2
Complete required agreements
Review the project terms and provide task-specific consent before contributing.
- 3
Choose matching tasks
Work only on projects that match your language, dialect, location, and qualifications.
- 4
Submit for review
Our team reviews quality and eligibility, then emails payout links for accepted work.
Specific Labs research
See how better data advances AI.
Speech and language
Speech-to-text benchmark
Explore how leading systems perform on speech recognition and why representative voice data matters.
Read the research Real-world expertiseReal-SWE benchmark
See how frontier AI systems handle tasks drawn from private, real-world enterprise codebases.
Read the researchWhat is Specific Marketplace?
Specific Marketplace connects contributors with paid projects that create and evaluate real-world datasets for AI. Our current marketplace focuses primarily on voice, language, and conversation data, with other specialized data projects offered when available.
What is AI voice training work?
Voice training work may involve answering a prompt naturally, recording a conversation, reading a script, or contributing a specific language or regional accent. Every task explains what to record, how the data may be used, and what consent is required before you begin.
What does the application process look like?
Create a profile with your identity, age eligibility, location, and speaking languages. Specific reviews your application and sends any required agreements by email. After approval and signature, you can access tasks that match your profile.
How much do I get paid?
Pay depends on the project, recording length, language, region, and customer requirements. The exact reward and any payout limits are shown on each task before you accept it.
How do we get paid?
Specific sends payouts for accepted work through Dots. You do not need to create or configure a Dots account in advance. We email you a payout link; open it, complete any required identity or tax verification, and choose a payment method available in your country, such as a local bank transfer or supported wallet.
What qualifications do I need?
Qualifications depend on the project. Voice tasks may require a particular language, dialect, accent, country of origin, or current location. Other projects may require professional experience. Submissions that do not match the listed requirements may be rejected.
How long do projects last?
Project length and availability depend on customer demand. Some campaigns are short and close once enough accepted data is collected; others add new tasks over time.
Can I refer friends or colleagues?
Yes—please share the marketplace with people who genuinely meet the requirements for an active task. Each contributor must create their own profile, complete the required agreements, and submit their own work.
What types of projects are available?
Most current opportunities involve voice training, regional language data, conversations, and speech quality. We may also offer transcription, coding, and other real-world data projects.
Ready to contribute?
Create one profile, complete the required agreements, and explore paid projects that match your voice and experience.
Create your contributor profile