McKinsey Is Using an AI Tool to Let Candidates Practice Interviews

McKinsey candidates can now observe their problem-solving for interviews with AI earlier than they face the true factor.

In April, the worldwide consulting agency launched an AI instrument to help candidates prepare for interviews — and, ideally, preserve them from feeling they should pay for expensive consulting coaches.

The instrument is accessible globally to these making use of for entry-level positions on the agency — sometimes enterprise analyst and affiliate roles, Marie Christine Padberg, McKinsey’s international expertise attraction co-leader, instructed Enterprise Insider.

The AI observe instrument offers candidates limitless makes an attempt on the quantitative case examine they will face of their interview, a hypothetical enterprise situation just like work they may do as McKinsey consultants.

Padberg stated the instrument helps McKinsey “democratize” preparation by giving everyone the identical place to begin and entry to the complete vary of preparation for free of charge.

The agency receives about a million résumés yearly and, lately, has given jobs to around 1% of applicants, a spokesperson beforehand instructed Enterprise Insider.

McKinsey has lengthy provided candidates preparation supplies, together with pattern circumstances, video explainers, and steering from present workers on what to anticipate.

Lately, nonetheless, a cottage business tailor-made to serving to aggressive younger candidates land jobs at companies like McKinsey, Bain, and BCG has additionally grown alongside the official channels. Programs and preparation assist can vary from a couple of hundred {dollars} to over $2,000.

Padberg stated the agency has had points with providers misdirecting candidates, mostly by overpreparing them.

“We do not need over-prepared individuals. We need to actually get to the depth of an individual’s expertise and capabilities by means of a connection and a dialog, and we do not need over-rehearsed individuals,” she stated.

The issue-solving case

If provided an interview after preliminary screening, candidates will obtain entry to a preparation web site, which helps prepared them for each the non-public interview and the problem-solving interview they face within the subsequent stage.

Earlier than April, they might have had solely three or 4 observe circumstances. Now they’ve limitless possibilities to drill the case questions and math.

Providing examples throughout 15 industries, the instrument — which seems as a pop-up tab on the web site — generates a brand new case-style query every time candidates use it. It begins with a short shopper situation and the figures wanted to reply the query. Candidates can sort of their reply, then reveal the proper response and see the calculation steps.

Within the first month, 10,000 individuals have used the AI assistant, stated Padberg. McKinsey doesn’t monitor how candidates use it, nor does it seize how good their solutions are, she stated.

The quantitative element is particularly vital, she stated, as a result of even in an AI-enabled workplace, consultants nonetheless want to know how numbers join and what they imply.

The instrument additionally addresses a really human a part of the interview course of: nerves.

“It is a component that folks typically get fairly nervous about as a result of doing quantitative issues is one factor, however doing it whereas any person’s watching you is one thing else,” she stated.

Recruiting for the AI future

Throughout skilled providers, companies are utilizing AI to automate among the extra tedious work that junior workers as soon as dealt with, from analysis to first-draft evaluation, whereas putting better emphasis on judgment, communication, and the power to work with AI instruments.

KPMG has stated it desires junior consultants more and more managing AI agents slightly than doing all of the grunt work themselves. Dan Diasio, EY’s international consulting AI chief, not too long ago instructed Enterprise Insider that AI is making junior consultants more creative, turning them into “creators of recent enterprise fashions, creators of recent alternatives for our purchasers, creators of possibly new merchandise.”

Regardless of the final result, it is clear that AI is making candidates nervous, stated Padberg. Even sturdy candidates are asking extra questions on what AI will imply for entry-level jobs.

McKinsey’s pitch, she stated, is more and more about “profession safety” slightly than job safety — the concept that the agency’s coaching, community, and problem-solving toolkit will stay worthwhile, even because the labor market modifications.

What McKinsey desires, Padberg stated, is somebody who can do what AI can’t simply replicate: ask higher questions, apply judgment, construct belief, be curious, and adapt as the work changes.

The agency has additionally introduced AI into different elements of recruiting. Final 12 months, it launched an interview element that asks candidates to make use of a publicly accessible generative-AI instrument to work by means of hypothetical shopper issues, Padberg stated.

McKinsey additionally makes use of an AI simulator to coach interviewers and has begun piloting an AI interviewer as a primary display for some roles that serve the agency, together with visible graphics and know-how positions.

Padberg stated the objective is to display extra individuals with out being constrained by recruiter capability, whereas giving recruiters extra time to construct relationships with candidates. However, she added, hiring choices are usually not one thing McKisney would outsource to AI.

“On the finish of the day, we rent people; you be part of a human firm,” Padberg stated. “We imagine the in-person interview is completely essential.”