McKinsey Introduces AI Simulation in Job Interviews for Entry-Level Candidates
Edited by Sable Maranth
Regulation & Business · Updated October 15, 2026
McKinsey & Company is implementing a new interview process for entry-level candidates that includes a 10-minute conversation with an AI simulation of a client. This AI tool is designed to represent common scenarios that McKinsey consultants face, with human assessors present to evaluate candidates' responses. The initiative aims to enhance the recruitment process by better assessing candidates' problem-solving skills in simulated client interactions.
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Why it matters
- ✓This approach allows developers and product teams to understand how AI can be integrated into traditional processes like hiring, potentially influencing future recruitment strategies across industries.
- ✓By simulating real-world scenarios, companies can better gauge candidates' soft skills, which are often difficult to assess through standard interviews.
- ✓The use of AI in recruitment may prompt other firms to explore similar technologies, leading to a shift in how job applicants are evaluated and trained.
McKinsey Introduces AI Simulation in Job Interviews for Entry-Level Candidates
Consulting giant McKinsey & Company is taking a novel approach to its hiring process by incorporating an AI simulation of a client into interviews for entry-level candidates. This initiative, reported by The Wall Street Journal and detailed by The Verge, aims to provide a more realistic assessment of candidates' abilities to handle client interactions in a controlled environment.
What happened
As part of the interview process, selected undergraduates applying for business analyst positions will engage in a 10-minute conversation with an AI that simulates a client. According to The Wall Street Journal, this AI tool is designed to reflect approximately 80% of the scenarios that McKinsey consultants might encounter in their daily work. However, it is important to note that the AI is not intended to mimic a difficult or
Sources
- McKinsey is making job applicants spar with a fake AI client — The Verge AI
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