AI Evaluation and Expert Projects
Domain AI Evaluator, Finance / Healthcare / Legal / STEM / Cybersecurity
Apply genuine professional expertise to create and evaluate difficult AI tasks within a verified domain.
About this path
This role supports specialist cohorts in finance, accounting, healthcare, legal, mathematics, science, engineering, energy or cybersecurity. Work may include realistic task creation, gold-standard answers, model-output evaluation, risk identification and explanation of expert judgment.
You will apply real, verified professional expertise in your domain to create and evaluate difficult AI tasks, from gold-standard answers to identifying risk in model outputs. This work depends on genuine domain credibility, not general test-taking skill, and it rewards experts who can explain their judgment clearly enough for others to trust it.
What you would own
- Creation of realistic, difficult tasks within your verified professional domain
- Authoring of gold-standard answers grounded in domain expertise
- Evaluation of model outputs for accuracy, risk and appropriateness
- Identification of subtle domain-specific errors or risks
- Clear written explanation of expert judgment and rationale
- Collaboration with evaluation leads on domain-specific rubrics
You are likely a strong match if
- You have verified professional experience in finance, healthcare, legal, STEM or cybersecurity
- You can create genuinely difficult, realistic domain tasks
- You can explain your professional judgment clearly in writing
- You are comfortable with detailed, rubric-based evaluation work
- You can identify subtle errors or risks that a non-expert would miss
- You hold relevant credentials or verifiable domain experience
Helpful, not required
- Prior experience in AI data evaluation or annotation
- Experience writing technical or professional documentation
- Familiarity with the specific AI system being evaluated
- Teaching or mentoring experience in your domain
What success looks like
- Tasks you author meaningfully challenge AI systems in your domain
- Your rationale is clear enough for non-experts to trust the judgment
- Domain-specific risks are identified before reaching production
- Calibration with other domain evaluators stays consistent
Practical proof that helps
- Relevant professional credentials or license information
- A description of your domain experience and specialization
- A short written example evaluating a difficult scenario in your field
What being in the network gives you
- Remote-first work with clients across the United States, Canada and Latin America.
- Human review of your profile, automation organizes information, people decide.
- One profile considered across current and future opportunities.
- Referral rewards when someone you refer directly is successfully placed.
- Full control over availability, matching and your data at any time.
One profile, many opportunities
Applying here creates a single reusable profile. If this path is not the right fit, you remain eligible for other suitable opportunities across the network.
Apply and join the network
Free to join • Start in about 60 seconds • One profile for multiple opportunities • No advanced AI experience required for many roles
Joining the network does not guarantee immediate work or placement. Opportunities depend on professional fit, location, availability and client demand.