Life, Physical & Social Science Expert

Opportunity

This standing science pool connects researchers with relevant AI training and evaluation projects. It is not an opening for a specific assignment. The listing remains available when no matching project is active, supporting projects that begin at short notice. Professional judgment and standards inform the criteria used to assess model performance.

Potential assignments

• Develop research problems in your field, setting out the system, data, assumptions, and reference answer used to assess model responses.
• Evaluate model analyses and interpretations for appropriate methods, statistical support, and conclusions justified by evidence.
• Identify internally consistent results that would fail peer review because of study design, sampling, or measurement limitations. Past projects in this field have posted or paid $60 to $120 an hour. Rates are set separately for each project by scope and depth.

Background

• A graduate degree in a life, physical, or social science, with research experience.
• Clear written communication and the ability to explain the reasoning behind evaluations.
• Comfort with ambiguous tasks and readiness to identify unclear instructions.

Relevant fields and backgrounds

• Biology, biotechnology, chemistry, and materials science
• Physics and astronomy; mathematics
• Earth and environmental science; agriculture
• Psychology; sociology and anthropology
• Economics; political science and policy research Recent responsibility for study design and data interpretation matters more than training institution; candidates should explain their own research decisions.

Application and matching

Applicants submit a resume, confirm their working location, and complete a short AI interview. The process takes about 20 minutes in total, followed by background verification and inclusion in the relevant pool. Matching specialists receive invitations to separate project listings identifying the rate, hours, and client. Selection decisions occur at the individual project stage.

What to expect

This standing listing does not issue acceptance or rejection decisions. Contact depends on matching project demand and may occur within a week or after several months. Completing the domain expert interview and entering all relevant networks improves matching prospects. A single signup provides eligibility across those networks.