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About this Social Insurance Specialist role at micro1

micro1 · Remote · Remote — 58 countries

Role Title: Social Insurance Specialist


Role Type: Contractor


Location: United States, Remote


micro1 is engaging Social Insurance Specialists to participate in an impactful project supporting our customer's needs. 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. No prior experience in AI is required — your domain knowledge is what matters.


Scope of Work


  1. Review and analyze AI-generated social insurance benefit claims, ensuring comprehensive evaluation of evidence and adherence to established statutory and regulatory guidelines.
  2. Assess AI-generated eligibility and entitlement determinations for retirement, survivors, disability, and supplemental income programs, weighing complex evidence accurately.
  3. Complete detailed benefit determinations and computations, 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 agency policy and program standards (e.g., POMS).
  5. Utilize specialized claims and records systems to access, update, and manage claim files and supporting documentation.
  6. Simulate higher-level review decisions, providing expertise on reconsiderations, appeals, and overpayment or underpayment 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 Social Insurance Specialist or equivalent, with strong experience in eligibility determination, benefit entitlement, and evidence gathering.
  2. Familiarity with GS-0105: Social Insurance Administration functions, or related series such as GS-0996: Veterans Claims Examining and GS-0512: Internal Revenue Agent.
  3. Demonstrated skill evaluating benefit claims and applying program rules in a regulated environment.
  4. Experience using claims processing and case management systems, such as SSA’s MCS and MSSICS, or similar 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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