Exclusive | To Get This Job at McKinsey, You’ll Need to Survive a Debate With AI First
A facts-only brief, written by a local AI model from this article in The Wall Street Journal, October 14, 2026. It may contain mistakes, and it is not the article: the full story is at wsj.com.
McKinsey & Company will introduce an artificial intelligence avatar client simulation into the interview process for select entry-level consulting candidates in North American offices this fall. The approximately ten-minute interaction, conducted on a laptop within the firm’s offices, is designed to assess how candidates respond to changing stimuli and handle client personalities without relying on rehearsed narratives. Partners or interview assessors will observe the sessions in person, while the AI tool itself will not generate scores or evaluations of the candidate’s performance. The pilot program targets undergraduate applicants for business analyst roles, with hundreds of candidates expected to participate before the firm considers expanding the tool to other positions next year.
Background
- McKinsey partners state the avatar is trained to reflect eighty percent of day-to-day client scenarios, including “professorial” personalities, but is not designed to simulate hostile or “gotcha” clients.
- The firm argues the tool adds fairness to the hiring process by mitigating variations in strictness among human interviewers during role-playing exercises.
- This addition follows a traditional multistep interview process that includes case-study challenges and problem-solving tasks.
- Saleem Zafar, a partner in the Dallas office who helped design the pilot, emphasized the goal is to evaluate whether candidates listen to important details and act on them rather than steamrolling their agenda.
Read the full article at wsj.com
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