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HR & People Operations Expert
EVB
Contract type
Freelance
Work mode
Remote · Worldwide
Experience
Senior · 5+ years
Job description
Contractor role designing realistic, multi-step HR and people operations benchmark tasks with objective grading criteria for evaluating AI systems. The work turns real HR workflows into difficult, gradable tasks with supporting reference materials.
At a glance
- Employment
- Contract · Independent contractor
- Work mode
- Remote · Worldwide
- Languages
- English – B2 minimum, C1 preferred
What you'll do
- 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
- Define objective grading criteria so two qualified reviewers would reach the same verdict on the same output
- Build tasks that require judgment rather than lookup, where the right answer depends on reading the materials correctly
- Create or source the supporting materials each task needs: policy documents, payroll reports, headcount data, employment agreements
- Flag tasks that turn out to be ambiguous or ungradable instead of submitting them anyway
- Deliver approved tasks on schedule and at the required quality level
What we're looking for
- 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
- Experience creating or applying structured standards: HR policies, payroll checklists, process documentation, compliance frameworks, or training assessments
- Comfortable working across spreadsheets, reports, and policy documents at the same time
- Strong English, written and spoken — B2 minimum, C1 preferred
Nice to have
- HR certification (SHRM, CIPD, PHR or equivalent)
- AI or LLM evaluation experience
Your team
Talent Ops
How to get hired
- 1Apply and complete the screening questions
- 2Complete the AI interview for this role
- 3Profile review
- 4Onboarding — our Talent Ops team will get you set up
Apply
Direct apply at EVB
Opens the job posting at EVB