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About this Federal Equal Employment Specialist role at micro1

micro1 · Remote · Remote — 58 countries

Role Title: Federal Equal Employment Specialist


Role Type: Contractor


Location: Remote


micro1 is engaging Federal Equal Employment Specialists to contribute to a dynamic customer project focused on advancing expertise in equal opportunity and compliance. 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 AI-generated position classification analyses, verifying that they apply the correct OPM classification standards and comply with EEO and merit system principles.
  2. Evaluate AI-generated applicant rating and ranking outputs, identifying errors, inconsistencies, or potential bias against established criteria.
  3. Assess AI-generated summaries and analyses of discrimination complaints, correcting legal and procedural errors based on your experience in EEO law and practice.
  4. Review AI-generated RIF retention registers, validating retention factors (tenure, veterans’ preference, performance, service computation date) and flagging calculation or logic errors.
  5. Evaluate AI-generated recommendations on adverse actions, confirming they are grounded in regulatory guidance, case law, and best practices.
  6. Create realistic scenarios and case analyses, with documented rationales, to train and test AI models on conflict resolution and equal opportunity processes.
  7. Provide clear written and verbal feedback that improves the accuracy, clarity, and real-world applicability of AI systems in EEO and HR contexts.


Preferred Qualifications

  1. Minimum 5 years of experience as a GS-0260 Equal Employment Specialist, GS-0201 Human Resources Specialist, or similar federal role.
  2. Expertise in EEO law, discrimination complaint resolution, and federal position classification.
  3. Proven ability to interpret and apply OPM regulations and guidelines in complex organizational settings.
  4. Demonstrated experience in conflict resolution and in drafting effective, respectful communications.
  5. Strong written and verbal communication skills, with attention to detail in documentation and feedback.
  6. Experience evaluating or quality-checking work products for accuracy and compliance.
  7. Prior federal government or AI/data annotation project experience is highly desirable.
  8. Passion for knowledge sharing and supporting the development of innovative technology solutions.
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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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