01
Software Engineering Expert
Review AI-generated code, test solutions, and create realistic programming challenges.
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Talent Stream works with AI labs and their partners to train and evaluate frontier models through human expertise, high-quality feedback, and real-world organizational data.
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Get paid to apply your knowledge, evaluate model responses, and tackle real-world challenges that help AI improve.
02
Finance & Accounting Expert
Evaluate financial analyses, check calculations, and identify gaps in business reasoning.
03
Medical Expert
Review clinical reasoning and medical explanations for accuracy, completeness, and relevance.
04
Legal Expert
Assess legal analysis, review contract interpretations, and identify unsupported conclusions.
05
Science & Research Expert
Create challenging questions and evaluate scientific explanations against the evidence.
06
Language & Writing Expert
Evaluate written responses for clarity, accuracy, tone, and cultural context.
07
Quality Analyst
Check training data against quality standards, flag inconsistent outputs, and provide feedback that improves model evaluation.
08
Forensic / Toxicological Chemist
Create chemistry evaluation prompts and assess whether AI responses are scientifically accurate and handle safety-sensitive questions appropriately.
09
Process Safety Engineer
Build industrial safety scenarios and test how AI models reason about workplace hazards, exposure, and protective measures.
10
Bengali Annotation & Transcription Expert
Annotate document layouts and transcribe Bengali text to help AI models understand complex pages, tables, and handwriting.
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Let’s trainbetter AI.
Put your knowledge and judgment to work on paid projects that help AI labs and their partners improve model performance.