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About this Veterans Service Representative role at micro1

micro1 · Remote · Remote — 58 countries

Role Title: Veterans Service Representative


Role Type: Contractor


Location: Remote


micro1 is engaging Veterans Service Representatives to participate in an innovative customer project. 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.


Scope of Work

  1. Review and analyze AI-generated disability compensation claims, ensuring comprehensive evaluation of evidence and adherence to established regulatory guidelines.
  2. Assess AI-generated medical documentation and determine its impact on existing disability claims, weighing complex evidence accurately.
  3. Complete detailed benefit determinations and document rationales with clarity and precision for AI training.
  4. Conduct quality assurance reviews of AI-generated claims decisions, pinpointing inconsistencies or errors according to VA standards.
  5. Utilize specialized systems such as VBMS to access, update, and manage claim files and supporting documentation.
  6. Simulate higher-level review decisions, providing expertise on appeals and supplemental claim processes for AI training.
  7. Deliver constructive written and verbal feedback to enhance AI model training accuracy and effectiveness.


Preferred Qualifications

  1. Proven expertise as a Veterans Service Representative or equivalent, with strong experience in benefit determination and evidence gathering.
  2. Familiarity with GS-0996: Veterans Claims Examining, GS-0105: Social Insurance Administration, or GS-0512: Internal Revenue Agent functions.
  3. Demonstrated skill evaluating disability compensation and conducting claim ratings in a regulated environment.
  4. Experience using VBMS or similar claims management platforms.
  5. Background in quality assurance for claims or similar processes within federal, state, or related agencies.
  6. Ability to synthesize complex information and present informed decisions for higher-level review processes.
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About micro1

micro1 is a human data and talent infrastructure company focused on improving AI systems through high-quality expert input.


It connects vetted domain specialists with AI teams and enterprises to produce training data, run model evaluations, and improve reasoning performance in advanced AI systems.


The platform combines a talent marketplace with AI-driven screening and matching tools, enabling faster access to specialized contributors for tasks like LLM training, agent evaluation, and structured data creation.

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