Why Google and McKinsey Quietly Brought Back In-Person Interviews

Discover why major companies like Google and McKinsey are quietly bringing back face-to-face job interviews to combat AI cheating and verify real skills.

· · Updated · 3 min read

Why Google and McKinsey Quietly Brought Back In-Person Interviews
In this article
  1. The Rise of the "AI Assist"
  2. Google's Push for the Fundamentals
  3. McKinsey's Focus on Human Connection
  4. What This Means for Job Seekers
  5. The Bottom Line

The Handshake is Back: Why Tech Giants Are Ditching Virtual Interviews

Remember when we thought virtual interviews were here to stay forever? The convenience of hopping on a Zoom call from your living room (wearing sweatpants below the camera, of course) seemed like the ultimate win for both recruiters and job seekers. But recently, a surprising shift has happened. Major industry players like Google and McKinsey & Company are quietly putting a pause on the all-virtual hiring process and bringing candidates back into the office.

The reason? Artificial Intelligence.

The Rise of the "AI Assist"

Generative AI tools like ChatGPT and Claude have completely transformed how we work, but they’ve also changed how people interview. Over the last year, recruiters have noticed a troubling trend: candidates are increasingly relying on AI to feed them answers during live video interviews.

It usually plays out like this: an interviewer asks a complex technical question or a difficult behavioral prompt. The candidate pauses, their eyes dart to a second screen, the sound of subtle typing echoes in the background, and suddenly, they deliver a perfectly polished, robotic-sounding answer verbatim from an AI chatbot. In some extreme cases, job seekers have even used deepfake technology and real-time audio manipulation to mask their true identities.

While AI is a fantastic tool for preparing your resume or practicing interview questions beforehand, using it as an invisible crutch during the actual interview defeats the purpose of the evaluation. Companies are realizing that virtual screens make it incredibly difficult to tell the difference between a candidate who actually knows their stuff and one who is just a fast typist.

Google's Push for the Fundamentals

For technical roles, the problem is especially pronounced. Coding challenges and logic puzzles, which are standard in tech interviews, can be solved by AI in a matter of seconds. To counter this, Google has started requiring at least one round of in-person interviews for many of its positions.

Google CEO Sundar Pichai recently addressed this on a podcast, noting that the company is reintroducing face-to-face meetings to ensure candidates have truly mastered the fundamentals. An in-person whiteboard coding session removes the safety net of a hidden browser tab. It forces the candidate to think aloud, show their problem-solving process, and prove they can do the work without an algorithm holding their hand.

McKinsey's Focus on Human Connection

It’s not just tech companies making the shift. Consulting giant McKinsey & Company has asked its hiring managers to schedule at least one in-person meeting before extending a job offer.

For consulting roles, technical knowledge is only half the battle. Consultants need to build trust with clients, read the room, show empathy, and adapt to spontaneous conversations. You can’t accurately gauge a person’s natural judgment or interpersonal skills through a webcam. By sitting across the table from a candidate, McKinsey’s recruiters can evaluate the soft skills and non-verbal cues that no AI can replicate.

What This Means for Job Seekers

If you are actively looking for a job, you shouldn't panic about the return of the in-person interview. In fact, you should view it as a massive opportunity to stand out.

  • Focus on genuine expertise: You don't need to have a perfect, encyclopedic answer for everything. Interviewers want to see how you think when you are stuck. Thinking aloud and walking through your logic is far more impressive than reading a flawless AI-generated script.
  • Brush up on your soft skills: Practice your active listening, maintain eye contact, and get comfortable with small talk. The moments between the formal questions are often where hiring managers decide if you are a good cultural fit.
  • Use AI responsibly: Continue using AI to format your resume, research the company, and run mock interview scenarios. Just leave it at the door when it’s time for the real conversation.

The Bottom Line

We are entering a hybrid era of hiring. Virtual interviews aren't completely dead, they are still incredibly useful for initial screenings and first-round chats. But when it comes down to the final decision, companies want to look you in the eye. They aren't looking for a perfectly prompted production; they are looking for the real person who is going to show up to work on day one.

Technology can sift through thousands of applications in seconds, but it still takes a human to hire a human.