VA Eligibility Specialist
micro1
pay
Required Skills
VA health care enrollment
Eligibility and priority group determination
Income and means testing
Care coordination
Community care (MISSION Act)
Veteran outreach
About micro1
micro1 is a data lab that helps AI labs & Enterprises train foundational models and agents. We provide frontier evaluations and reinforcement learning environments to improve LLM capabilities, as well as contextual evaluations to monitor and improve AI agents in enterprise settings.
Our AI recruiting agent sources and vets domain experts for our data platform that enables rapid production of high-quality training data. Our research spans high-value, specialized domains (legal, medical, finance, coding, etc.), where expert-level data is the hardest to produce and most valuable for advanced model performance. Our pipeline performance system ensures both quality and velocity.
Role Title: VA Eligibility Specialist
Role Type: Contractor
Location: Remote
Time Commitment: 20-30 hours/week, short-term project
micro1 is looking for VA Eligibility Specialists to help evaluate and improve AI systems on veterans health care topics. You’ll use your enrollment and eligibility experience to check that questions sound like real veterans and families, and that answers are correct and useful. Accuracy comes first. No AI experience is needed; your domain knowledge is what matters.
Scope of Work
Review sample VA health care questions and flag any that don’t sound like what real veterans or family members ask.
Write rubrics that define a correct, complete answer on VA health care eligibility, enrollment, and priority groups, including income and means testing.
Cover care coordination and community care (including the MISSION Act) and access to care in your rubrics.
Evaluate AI-generated answers against your rubrics, flagging errors, omissions, and outdated guidance.
Share clear written feedback with the project team, working asynchronously.
Required Qualifications
Former VA enrollment, eligibility, or care coordination experience, or experience as a VA social worker
1+ years working on VA health care enrollment, eligibility determination, or care coordination
Working knowledge of priority groups, income and means testing, and community care
US-based
Able to start quickly and commit 20-30 hours/week
Clear, precise writing
Nice to Have
Experience with veteran outreach and helping veterans apply for health care
Experience creating guides, checklists, or training materials
Experience helping a diverse range of veterans and families, including rural and non-English-speaking clients
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