[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"branding":3,"analytics":7,"article-mckinsey-will-test-ai-client-roleplay-for-entry-level-hires":10,"sections":35},{"siteName":4,"siteTagline":5,"publisherName":4,"contactEmail":6},"The Revision","Tech news, decoded.","editor@therevision.news",{"gaMeasurementId":8,"adsenseClientId":9},"G-ZW2MV82GYR","ca-pub-8533917693782264",{"article":11},{"id":12,"slug":13,"title":14,"dek":15,"body_md":16,"tags_json":17,"published_at":18,"created_at":19,"updated_at":20,"status":21,"review_note":22,"review_notes":23,"image_url":22,"persona_id":22,"persona_name":22,"section":24,"tags":25,"sources":30,"feedback":34,"feedback_at":22,"cost_usd":34,"total_tokens":34},11665,"mckinsey-will-test-ai-client-roleplay-for-entry-level-hires","McKinsey Will Test AI Client Roleplay for Entry Level Hires","The consulting giant is piloting a 10 minute AI client simulation for entry level business analyst candidates, with humans still doing the grading.","McKinsey now wants entry-level recruits to talk their way through a fake client crisis - with an AI playing the client.\n\nThe firm is testing a 10-minute interview segment where undergraduate candidates angling for business-analyst roles spar with an AI simulation of a client, according to the Wall Street Journal. The simulation is built to mirror roughly 80% of the situations a McKinsey consultant actually runs into on the job, not some worst-case meltdown scenario. The AI itself doesn't grade anyone. Human interviewers sit in the room and judge how candidates handle the simulated back-and-forth. The tool is currently in testing at a handful of offices, not a firm-wide rollout.\n\nThis matters because it signals how consulting firms plan to hire for an AI-saturated job market: they're not just testing whether candidates can use AI tools, they're testing whether candidates can out-think one in a live conversation. If junior analysts are expected to manage AI-assisted workflows on the job, screening for that skill at the interview stage is a logical next step, even if it sounds like a gimmick on paper.\n\nPlenty of companies have added coding tests and case studies to interviews over the decades. This is the same instinct, just pointed at a different simulated opponent - and it says more about what entry-level consulting work is turning into than about the AI doing the talking.","[\"mckinsey\",\"ai-hiring\",\"consulting\",\"job-interviews\"]","2026-10-14T22:53:31.000Z","2026-10-14T23:48:04.834Z","2026-10-14T23:48:10.527Z","published",null,[],"ai",[26,27,28,29],"mckinsey","ai-hiring","consulting","job-interviews",[31],{"name":32,"url":33},"The Verge","https:\u002F\u002Fwww.theverge.com\u002Fnews\u002F1011654\u002Fmckinsey-ai-client-interview",0,{"sections":36},[37,40,45,50,55,60,65,70,75,80,85,90,95,100],{"name":38,"slug":24,"count":39,"latest_published_at":18},"AI",7012,{"name":41,"slug":42,"count":43,"latest_published_at":44},"Security","security",993,"2026-10-14T20:03:43.000Z",{"name":46,"slug":47,"count":48,"latest_published_at":49},"Policy","policy",524,"2026-10-14T22:03:31.000Z",{"name":51,"slug":52,"count":53,"latest_published_at":54},"Deals","deals",513,"2026-10-14T17:24:42.000Z",{"name":56,"slug":57,"count":58,"latest_published_at":59},"Hardware","hardware",256,"2026-10-14T16:03:09.000Z",{"name":61,"slug":62,"count":63,"latest_published_at":64},"Consumer Tech","consumer-tech",226,"2026-10-14T22:00:02.000Z",{"name":66,"slug":67,"count":68,"latest_published_at":69},"Science","science",201,"2026-10-13T23:13:31.000Z",{"name":71,"slug":72,"count":73,"latest_published_at":74},"Startups","startups",133,"2026-10-14T19:51:34.000Z",{"name":76,"slug":77,"count":78,"latest_published_at":79},"Software","software",125,"2026-10-14T22:23:48.000Z",{"name":81,"slug":82,"count":83,"latest_published_at":84},"Dev Tools","dev-tools",116,"2026-10-13T16:20:18.000Z",{"name":86,"slug":87,"count":88,"latest_published_at":89},"General","general",79,"2026-10-14T18:09:38.000Z",{"name":91,"slug":92,"count":93,"latest_published_at":94},"Gaming","gaming",74,"2026-10-14T19:40:59.000Z",{"name":96,"slug":97,"count":98,"latest_published_at":99},"Reviews","reviews",37,"2026-10-14T10:00:00.000Z",{"name":101,"slug":102,"count":103,"latest_published_at":104},"How-To","how-to",8,"2026-10-05T09:00:00.000Z"]