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mediumHR Recruiter interview question

How do you use AI tools in recruiting responsibly?

What the interviewer wants to hear

  • Use AI for efficiency tasks like drafting and scheduling
  • Keep humans responsible for decisions
  • Check tools for bias and legal requirements
  • Be transparent with candidates
  • Protect candidate data

Model answer

I find AI very useful for time-consuming tasks: drafting job descriptions and outreach messages, summarising interview notes, building Boolean strings and scheduling. I always review and edit the output, especially for inclusive language and accuracy. For anything that affects decisions, like ranking resumes, I treat AI as an assistant, never the decision maker. I want to know how a tool was tested for bias, whether it has an independent audit, and whether its use is allowed where we hire, since laws like NYC Local Law 144 and the EU AI Act set specific rules. Candidates should be told when AI is used. I also never paste candidate personal data into public tools; we use approved tools with proper data protection agreements.

Can you answer it under time pressure?

Take a timed medium round and get scored on every answer.

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