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.
A real current or expected client need is being sourced now.
Join This Career CommunityAbout 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.
Refer someone for this path
Know a professional who fits this career path?
Share this path directly. Referring is always optional, and candidate review stays merit based.
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.