Your Domain Expertise Powers Better AI

We're I-O psychologists building AI systems for hiring and assessment. We need subject matter experts: engineers, physicians, attorneys, scientists, to make sure those systems actually understand your field.

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Why Join the Network

Shape How AI Understands Your Field

Your domain knowledge directly improves AI hiring and assessment tools. You're the expert who tells us whether the AI gets engineering, medicine, law, or finance right.

Flexible, Remote Engagement

We match you to projects based on your expertise and availability. No minimum hours, no fixed schedule: contribute when it makes sense for you.

Work With Real Scientists

Our team is I-O psychologists and psychometricians. You bring the domain expertise, we bring the assessment science. Together we build AI systems that actually work.

How Your Expertise Gets Used

Our I-O psychologists design assessments, validation studies, and AI interview systems. But we need professionals who know the actual work to make sure those tools get the domain right. You review whether our AI-generated content accurately reflects what people in your field do day to day.

Subject Matter Experts We Need

Credentialed professionals with real-world experience in these fields.

Engineering Evaluators

Medical Evaluators

Manufacturing Evaluators

Legal Evaluators

Finance & Accounting Evaluators

Science & Research Evaluators

Common Questions

You'll review AI-generated content in your field of expertise, evaluating whether assessment questions, interview scenarios, and job-related tasks accurately reflect what professionals in your domain actually do. Our I-O team handles the psychometrics; you bring the domain knowledge.
Once accepted, you're part of our expert network. When projects come in that need your domain expertise, we reach out with the scope, timeline, and details. You decide whether to take it on. No obligation to accept every project.
Professional credentials in your field: a license, certification, degree, or equivalent, plus 3+ years of hands-on experience. We verify everything before adding you to the network.
Most applications are reviewed within one week. We verify your background and credentials, then add you to the network for matching against incoming projects.
Organizations building AI-powered hiring tools and assessment platforms rely on subject matter experts like you to ensure their products accurately reflect real-world professional standards in your field.

Join the Expert Network

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Application Received

Thank you for applying! We'll review your application and be in touch within a few business days.