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Domain Contributor - Evaluation Specialist

We are looking for Domain Contributor - Evaluation Specialist candidates for a project delivered through the hiring partner.

What you'll do

  • Design nuanced, domain-specific tasks that probe AI model limits and surface reasoning flaws.
  • Author questions and scenarios demanding deep subject knowledge, beyond general understanding.
  • Assess AI-generated outputs, validating accuracy against authoritative, primary sources in your area of expertise.
  • Document clear rationales for model shortcomings, specifying missed reasoning, source errors, or nuances.
  • Apply detailed task guidelines and evaluation rubrics consistently to each submission.
  • Submit completed deliverables independently on a rolling basis, meeting project requirements for written and verbal clarity.

What you need

  • Prior AI training experience.

Nice to have

  • Proven hands-on experience with AI model training, annotation, RLHF, or evaluation.
  • Deep expertise in a core domain: history, archival or library science, law (paralegal, legal academic, compliance), finance (equity research, PE/VC, forensic accounting), journalism, or technology/industry history.
  • Advanced research skills with a track record of verifying complex claims against authoritative sources.
  • Exceptional written and verbal communication skills to articulate findings and feedback.
  • Demonstrated ability to precisely follow detailed instructions and evaluation frameworks.
  • Background in adversarial or “stomp the model” task design is advantageous.
  • Graduate-level research, experience at a Fortune 100 company, or professional fluency in a non-English language.

Expertise

Who you work with

Project and contracting process: the hiring partner. Applications continue on the provider's website.

Pay and hours

This role pays $30–$60/hr, for 15 h/week. The work is remote. That is about 50% below the $90 an hour median for science & research roles open now.

Median pay for science & research roles: $90/hr

Who can apply from where

The provider has not confirmed country eligibility. Check the original offer before applying. With a profile, Tier1 checks your country and languages against this role and every other before you apply.

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