Easy JobDomain Contributor - Evaluation Specialist
micro1 · Worldwide · Contract · Remote
Role Title: Domain Contributor - Evaluation Specialist
Role Type: Contractor (~15 hrs/week)
Location: Remote
micro1 is engaging Domain Contributor - Evaluation Specialists to support an internal project evaluating and improving advanced AI models. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. Flexible, pay-per-task work across history, law, finance, journalism, and tech, for experts with prior AI training experience.
Scope of Work
• 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.
• 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.
Preferred Qualifications
• 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.
• 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 f