Work-From-Home Domain Contributor & AI Evaluation Specialist | Frontier AI Specialist

Let's cut straight to the facts: RemoteWork Talent Agency is actively recruiting a qualified Work-From-Home Domain Contributor & AI Evaluation Specialist | Frontier AI Specialist at a verified rate of $30 - $60/hour. This is a 100% remote contract designed for reliable professionals with verified competency in Domain depth, Source verification, Reasoning clarity, Evaluation expertise. Our research partners need clear, rigorous human judgment to audit AI outputs and eliminate errors—simple as that. Fast onboarding, prompt weekly compensation, and zero administrative friction.

Daily Workflow & Core Objectives

• 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.
• 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.

Essential Skills & Experience

• 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 a plus.
• 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.

Rate Breakdown & Work-From-Home Terms

• Compensation Rate: $30 - $60/hour (verified contractor remuneration)
• Work Arrangement: 100% Remote / Work From Home
• Eligible Remote Countries: United States, United Kingdom, Canada, Australia, New Zealand, Ireland, and South Africa
• Core Competencies: Domain depth, Source verification, Reasoning clarity, Evaluation expertise
• Hiring Lead: Marcus Vance (Principal Talent Lead) at RemoteWork Talent Agency

Direct Application Process: Click the Apply button on this page to submit your profile directly for immediate evaluation.