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200k+ verified expertsEU-native & auditable

Get paid to advance AI

The Pathwize expert network lets credentialed specialists train and evaluate cutting-edge AI, with verifiable provenance on every contribution.

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Benefits

What you can expect

Work from anywhere

Work from anywhere

Remote, flexible expert work across the EU, on your own schedule.

Earn competitive pay

Earn competitive pay

Get paid hourly for high-impact work, at frontier expert rates.

Build a verifiable record

Build a verifiable record

Every contribution is provenance-tracked and credential-backed.

Pathwize is EU-native: experts work under clean worker classification with EU data residency. Eligibility depends on your domain credentials and local work authorization. See our Help Center for more information.

Join a network of 200k+ students, professionals, and experts from top institutions

ETH ZürichTU MünchenLMU MünchenSorbonne UniversitéUniversity of OxfordUniversity of Cambridge

“Pathwize lets me apply my physics background to frontier AI, the work is rigorous, flexible, and every contribution is fully traceable.”

Janik Kreit

Janik Kreit

PhD, Physics

“My geodesy work is precise by nature, and Pathwize treats evaluation data with the same rigor, provenance on every step, no shortcuts.”

Lara Börger

Lara Börger

PhD, Geodesy

“Bridging crop science and ML, I finally found work that values deep domain expertise, and pays for the edge cases models can't reach.”

Nelson Pinheiro

Nelson Pinheiro

PhD Digital Crop Scientist

“Evaluating legal-reasoning tasks sharpens my own thinking, and knowing each judgment is auditable gives the work real weight.”

Til Daniels

Til Daniels

First State Exam, Law

“Pathwize lets me apply my physics background to frontier AI, the work is rigorous, flexible, and every contribution is fully traceable.”

Janik Kreit

Janik Kreit

PhD, Physics

“My geodesy work is precise by nature, and Pathwize treats evaluation data with the same rigor, provenance on every step, no shortcuts.”

Lara Börger

Lara Börger

PhD, Geodesy

“Bridging crop science and ML, I finally found work that values deep domain expertise, and pays for the edge cases models can't reach.”

Nelson Pinheiro

Nelson Pinheiro

PhD Digital Crop Scientist

“Evaluating legal-reasoning tasks sharpens my own thinking, and knowing each judgment is auditable gives the work real weight.”

Til Daniels

Til Daniels

First State Exam, Law

The process

How it works

  • 01

    Apply and verify your credentials

    Start now

  • 02

    Get matched to a project

  • 03

    Complete onboarding & calibration

  • 04

    Contribute your expert judgment

  • 05

    Get paid

FAQs

Pathwize is a network where credential-verified specialists train and evaluate frontier AI, supplying the expert judgment that synthetic data can't reach, with verifiable provenance on every contribution.

Credentialed experts across high-stakes domains, typically a PhD, MD, JD, MSc or equivalent, based in the EU/EEA. Your credentials are verified during onboarding.

Evaluating, ranking and red-teaming model outputs, and providing expert judgment on the hard edge cases. Work is project-based and matched to your domain.

Yes. You're paid hourly at frontier expert rates. Rates are posted upfront and stay fixed for the duration of a project, no mid-project changes.

Yes. Pathwize is EU-native: EU data residency, clean worker classification, sandboxed no-download environments for sensitive data, and a signed audit trail on every task.

Discover more FAQs
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Join a network of 200k+ experts shaping the future of AI

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