Human Resources Specialist (Remote | $70-$80)

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Job Description

HR Expert

Position: HR Expert

Type: Hourly Contract

Compensation: $70–$80/hour

Location: Remote

About the Opportunity

This opportunity is for experienced HR professionals and senior people leaders to contribute their subject-matter expertise to a cutting-edge AI research and evaluation project with Mercor.

You'll use your expertise in talent management, employee relations, compensation and benefits, workforce planning, HR compliance, and organizational development to develop realistic HR scenarios and evaluation content for advanced AI systems.

The role focuses on creating expert-level tasks, reference outputs, and evaluation rubrics that help AI models develop practical, senior-level HR judgment rather than relying on generic textbook knowledge.

Responsibilities

  • Create realistic HR scenarios covering talent acquisition, workforce planning, employee relations, performance management, compensation, benefits, and organizational development.
  • Develop evaluation tasks based on complex, real-world HR and workforce challenges.
  • Create reference materials including HR policies, investigation reports, compensation analyses, workforce plans, and organizational design proposals.
  • Apply established HR methodologies such as workforce planning, compensation benchmarking, and employee relations investigation.
  • Evaluate AI-generated responses for accuracy, reasoning quality, compliance, and practical applicability.
  • Develop scenarios involving HR technology such as Workday, SAP SuccessFactors, applicant tracking systems, and compensation benchmarking platforms.
  • Apply relevant employment-law standards, including Title VII, FLSA, ADA, state employment laws, the UK Employment Rights Act, and EU labor directives, where applicable.
  • Create detailed evaluation rubrics that distinguish authentic senior-level HR judgment from superficial or generic responses.
  • Identify gaps, errors, unsupported assumptions, and weaknesses in AI-generated HR outputs.
  • Collaborate with project teams and other subject-matter experts to refine task quality and evaluation standards.
Required Qualifications

  • 5+ years of professional experience as an HR leader, senior HR professional, Chief People Officer, or HR consultant.
  • Experience working in a large organization or established HR consulting environment.
  • Direct experience owning or managing talent programs, employee relations matters, workforce planning, compensation, or organizational development initiatives.
  • Strong understanding of HR methodologies and employment-law compliance.
  • Ability to analyze complex workforce situations and make sound, practical HR judgments.
  • Strong written and verbal communication skills.
  • Exceptional attention to detail and analytical ability.
  • Ability to work independently in a remote environment.
Preferred Qualifications

  • Experience as an HR leader, VP/CHRO, or senior HR consultant at a major organization or consulting firm.
  • Experience with Mercer, Korn Ferry, or similar HR consulting environments.
  • Hands-on experience with Workday, SAP SuccessFactors, ATS platforms, or compensation benchmarking tools.
  • Strong knowledge of U.S. employment regulations, including Title VII, FLSA, ADA, and state employment law, or international employment regulations such as the UK Employment Rights Act and EU labor directives.
  • SHRM-SCP, SPHR, or an equivalent international HR credential.
  • Experience developing training materials, evaluation frameworks, rubrics, or professional HR documentation.
  • Previous experience working with AI training, model evaluation, or technology-driven HR projects is a plus.
Compensation

  • Competitive compensation of $70–$80/hour.
  • Hourly contract engagement.
  • Fully remote opportunity.
  • Opportunity to apply senior HR expertise to next-generation AI training and evaluation.
  • Work on complex, realistic workforce and organizational challenges.
Application Process

  1. Apply to the role
  2. Complete the required screening process
  3. Complete any assigned HR evaluation or assessment task
  4. Hiring team review
  5. Complete onboarding and project orientation
  6. Begin contributing HR expertise to AI training and evaluation tasks
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Common Interview Questions And Answers

1. HOW DO YOU PLAN YOUR DAY?

This is what this question poses: When do you focus and start working seriously? What are the hours you work optimally? Are you a night owl? A morning bird? Remote teams can be made up of people working on different shifts and around the world, so you won't necessarily be stuck in the 9-5 schedule if it's not for you...

2. HOW DO YOU USE THE DIFFERENT COMMUNICATION TOOLS IN DIFFERENT SITUATIONS?

When you're working on a remote team, there's no way to chat in the hallway between meetings or catch up on the latest project during an office carpool. Therefore, virtual communication will be absolutely essential to get your work done...

3. WHAT IS "WORKING REMOTE" REALLY FOR YOU?

Many people want to work remotely because of the flexibility it allows. You can work anywhere and at any time of the day...

4. WHAT DO YOU NEED IN YOUR PHYSICAL WORKSPACE TO SUCCEED IN YOUR WORK?

With this question, companies are looking to see what equipment they may need to provide you with and to verify how aware you are of what remote working could mean for you physically and logistically...

5. HOW DO YOU PROCESS INFORMATION?

Several years ago, I was working in a team to plan a big event. My supervisor made us all work as a team before the big day. One of our activities has been to find out how each of us processes information...

6. HOW DO YOU MANAGE THE CALENDAR AND THE PROGRAM? WHICH APPLICATIONS / SYSTEM DO YOU USE?

Or you may receive even more specific questions, such as: What's on your calendar? Do you plan blocks of time to do certain types of work? Do you have an open calendar that everyone can see?...

7. HOW DO YOU ORGANIZE FILES, LINKS, AND TABS ON YOUR COMPUTER?

Just like your schedule, how you track files and other information is very important. After all, everything is digital!...

8. HOW TO PRIORITIZE WORK?

The day I watched Marie Forleo's film separating the important from the urgent, my life changed. Not all remote jobs start fast, but most of them are...

9. HOW DO YOU PREPARE FOR A MEETING AND PREPARE A MEETING? WHAT DO YOU SEE HAPPENING DURING THE MEETING?

Just as communication is essential when working remotely, so is organization. Because you won't have those opportunities in the elevator or a casual conversation in the lunchroom, you should take advantage of the little time you have in a video or phone conference...

10. HOW DO YOU USE TECHNOLOGY ON A DAILY BASIS, IN YOUR WORK AND FOR YOUR PLEASURE?

This is a great question because it shows your comfort level with technology, which is very important for a remote worker because you will be working with technology over time...

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