McKinsey is making job applicants spar with a fake AI client

McKinsey & Company is rolling out an AI simulation as part of its hiring process for entry-level candidates. According to The Wall Street Journal, applicants will be asked to have a 10-minute conversation with an AI-generated client persona, designed to mimic real consulting engagements.

The simulation reportedly aims to cover 80% of the scenarios McKinsey consultants typically face with clients, giving the firm a scalable way to assess communication skills, problem-solving ability, and client-facing composure at scale.

This move reflects a broader trend among large professional services firms adopting AI tools not just for internal productivity but also for talent evaluation. By standardizing client interactions through AI, McKinsey can reduce variability in interview assessments and potentially accelerate hiring decisions.

The initiative also signals growing confidence in AI's ability to simulate nuanced human interactions — a capability that has advanced significantly with large language models. However, it raises questions about fairness and whether candidates are being judged against an artificial benchmark rather than a real human counterpart.

This page provides an editorial summary based on publicly available information. It is not a republished article. Use the source link below for the original report.