Domain Contributor - Evaluation Specialist

Micro1; India; A distancia; INR 551.000 - 1.102.000; A tiempo parcial

Descripción de la vacante

CashBack24x7 is seeking a Domain Contributor - Evaluation Specialist to support an internal AI project on a remote basis. This contractor role involves creating nuanced, domain-specific tasks and evaluating model outputs to improve reasoning and accuracy.

You will design prompts and sources, surface gaps, and provide clear rationales for weaknesses. The role emphasizes expert review, strict adherence to guidelines, and a pay-per-task structure with flexible hours, typically ~15 hours/week,

Formación

• Hands-on experience with AI model training, annotation, RLHF, or evaluation.
• Deep domain expertise in history, law, finance, journalism, or tech/ar

Responsabilidades

• Design domain-specific tasks that probe AI model limits and surface reasoning flaws.
• Author questions and scenarios requiring deep subject knowledge.
• Assess AI outputs against authoritative primary sources.
• Document clear rationales for model shortcomings and missed reasoning.
• Apply detailed guidelines and evaluation rubrics consistently.
• Submit completed deliverables on a rolling basis, with clear written and verbal feedback.

Conocimientos

AI model training

RLHF experience

Domain expertise

Academic research

Written communication

Follow guidelines

Descripción del empleo

Job Description

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 fluency in a non-English language a plus.

Compensation Structure

Compensation is output-based; experts are paid per task that meets the project specifications. The time required to complete work may vary depending on the expert’s experience and workflow. Minimum submission requirements apply. Experts must submit a minimum of tasks per week.

Start Timeline & Availability

We typically fill roles within 48 hours and are looking for experts ready to jump in right away. If selected, we expect you to start your first tasks within 24–48 hours of completing onboarding.