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HR & People Operations Expert

micro1 · 100% remote · Contract · Posted

Pay
$45–90/hr
Location
Worldwide
Languages
English
Hours
Flexible
Openings
20
Level
Experienced

Summary

Design realistic multi-step HR and people operations tasks with objective grading criteria for AI evaluation. Create supporting documents and flag ambiguous cases.

What you'll do

  • Design multi-step tasks drawn from real HR work
  • Define objective grading criteria
  • Build tasks requiring judgment rather than lookup
  • Create or source supporting materials like policy documents and payroll reports
  • Flag ambiguous or ungradable tasks
  • Deliver approved tasks on schedule

Requirements

  • Have 5+ years of hands-on responsibility in payroll, workforce planning, HR policy, or employee lifecycle operations
  • Experience creating or applying structured standards like policies or checklists
  • Work across spreadsheets, reports, and policy documents
  • Communicate in English at B2 level or higher

Skills

  • Payroll and Lifecycle Operations
  • Objective Grading Criteria
  • Turning Real HR Work Into a Defined Task
  • Policy Application in Edge Cases
  • Working Across Documents

Full description

Role Title: HR & People Operations Expert


Role Type: Contractor


Location: Remote, global


Opportunity Snapshot

Pay: Up to $90/hour equivalent

Time per task: ~10 hours per task

Location: Fully remote — no geographic restrictions. Strong English required (B2 minimum, C1 preferred)

Next step: Complete the role-specific AI interview — it’s how your expertise gets in front of the client

Your tasks: Design realistic, multi-step HR and people operations tasks with objective criteria for grading the output


micro1 is engaging experienced HR and people operations practitioners to design the tasks that measure what AI systems can actually do. Your domain knowledge is what matters here — no prior AI experience required.


The work is to turn real HR workflows into benchmark tasks: realistic, difficult, and gradable against objective criteria. If you’ve written a policy, built a payroll checklist, or trained someone to handle employee cases against a standard, that’s the instinct this needs.


Scope of Work

  1. Design multi-step tasks drawn from real HR work — payroll operations, workforce planning, policy application, employee lifecycle processes — with realistic reference files and clear instructions.
  2. Define objective grading criteria so two qualified reviewers would reach the same verdict on the same output.
  3. Build tasks that require judgment rather than lookup: ones where the right answer depends on reading the materials correctly.
  4. Create or source the supporting materials each task needs: policy documents, payroll reports, headcount data, employment agreements.
  5. Flag tasks that turn out to be ambiguous or ungradable instead of submitting them anyway.
  6. Deliver approved tasks on schedule and at the required quality level.


Preferred Qualifications

  1. 5+ years of hands-on responsibility in payroll, workforce planning, HR policy, or employee lifecycle operations — direct ownership of the work, not supervisory-only or adjacent exposure.
  2. Experience creating or applying structured standards: HR policies, payroll checklists, process documentation, compliance frameworks, or training assessments.
  3. Comfortable working across spreadsheets, reports, and policy documents at the same time.
  4. HR certification (SHRM, CIPD, PHR or equivalent) is a plus, but not required.
  5. Strong English, written and spoken — B2 minimum, C1 preferred.
  6. AI or LLM evaluation experience is a plus, but not required.


How the selection process works

  1. Apply and complete the screening questions
  2. Complete the AI interview for this role — even if you’ve interviewed with us before, a role-specific interview is how we showcase your domain expertise to the client, and it gives you the strongest shot at being selected
  3. Profile review
  4. Onboarding — our Talent Ops team will get you set up

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