When AI is your job interviewer

3 Nov 2025 · 9 min

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In short

Podcast Summary: The Indicator from Planet Money

Episode Title

When AI is Your Job Interviewer

Episode Description In this episode, the use of AI in job interviews is explored, highlighting a new study that suggests potential benefits of AI over human interviewers. The hosts, Adrienne Ma and Waylon Wong, delve into the implications of AI conducting interviews and the experiences of a human interviewer interacting with an AI job recruiter named "Anna."

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Key Concepts and Discussions

Introduction to AI Job Interviews

  • Increasing trend: Companies are integrating AI into the recruitment process.
  • Initial reaction: Concerns about AI's role in high-stress job interviews.
  • Study Overview: A recent study indicates that AI interviews may have unexpected advantages for job seekers.

The AI Interview Experience

  • Adrian's Interview with Anna: A demonstration of how AI can conduct job interviews.
  • Questions posed by Anna were similar to those in human interviews.
  • Adrian's experience suggests that conversational engagement is crucial.

The Recruitment Funnel

  • David Koch from PSG:
  • Metaphor of a “leaky funnel” representing the recruitment process.
  • Notable statistics:
  • 85% connection rate if a recruiter responds within one minute of application.
  • Connection rate drops significantly after 15 minutes.

Study Methodology

  • Conducted by economist Brian Jabarian:
  • Participants split into three groups:
  • Human interview.
  • AI interview with Anna.
  • Choice between human or AI.
  • Key Findings:
  • 78% of candidates preferred AI interviews.
  • Candidates interviewed by Anna reported lower discrimination feelings.

Performance Metrics

  • Job Offer Rates:
  • Candidates interviewed by Anna were 12% more likely to receive job offers.
  • 18% more likely to stay in the job for at least a month.
  • Linguistic Features:
  • Successful candidates exhibited higher levels of back-and-forth interaction.
  • Candidates using filler words showed decreased chances of job offers.

Psychological Insights

  • Anna's AI interviews allowed candidates to present themselves more effectively.
  • Potential for further research into the psychological impacts of AI in recruitment.

Future Implications

  • PSG plans to expand Anna’s use in 80 countries across various job sectors.
  • Human recruiters may transition to more analytical roles, focusing on higher-level tasks.
  • Competitive landscape: Many companies are developing similar AI technologies.

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Key Takeaways

  • AI job interviews are being adopted by companies as a means to streamline the recruitment process.
  • The use of AI may reduce perceived bias in hiring and improve candidate experiences.
  • Candidates might perform better in AI-led interviews, suggesting a complementary role for AI in recruitment.
  • The shift towards AI could redefine the role of human recruiters, potentially enhancing the quality of recruitment practices.

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Related Episodes

  • [AI creates, transforms and destroys … jobs](https://www.npr.org/2023/12/08/1197958787/ai-jobs-friday)
  • [Fighting AI with AI](https://www.npr.org/2025/10/06/nx-s1-5561881/fighting-ai-with-ai)

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Conclusion The episode provides a nuanced look at the increasing role of AI in job interviews. While there are valid concerns surrounding the use of technology in human resources, the study presents compelling evidence that AI may enhance the hiring process and reduce biases, ultimately benefiting both job seekers and companies.

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Transcript

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0:01NPR.

0:11This is The Indicator from Planet Money. I'm Adrienne Ma. And I'm Waylon Wong. In the world of work, is there anything more stressful than a job interview? You know, these high stakes encounters that can determine the course of your financial future, whether you land your dream job or have a job at all. Now imagine how stressed you'd feel if they told you your job interview will be conducted by AI. Like it or not, more companies are actually starting to do this. And the results of a new study suggest that it might not all be bad news for workers. So today on the show, we dig into that study and Adrian gets grilled by an AI job recruiter named Anna.

0:55Look at the job. We will find out after that break. This message comes from AT &T. America's first network is also its fastest and most reliable. Based on RootMetrics United States Root Score Report 1H 2025, tested with best commercially available smartphones on three national mobile networks across all available network types. Your experiences may vary. RootMetrics rankings are not an endorsement of AT &T. When you compare, there's no comparison. AT &T. This message comes from Vanguard. Capturing value in the bond market is not easy. That's why Vanguard offers a suite of over 80 institutional quality bond funds, actively managed by a 200-person global team of sector specialists, analysts, and traders.

1:42They're designed for financial advisors looking to give their clients consistent results year in and year out. See the record at Vanguard.com slash audio. That's Vanguard.com slash audio. All investing is subject to risk. Vanguard Marketing Corporation Distributor. PSG Global Solutions is a company that specializes in recruiting. A company you might call if you need to hire a lot of, say, call center agents or warehouse workers or nurses, but don't have a lot of time. David Koch works for PSG, where his title, it's a very fancy one. Chief of Transformation and Innovation. Though, funnily enough, his metaphor for recruiting is a very analog piece of technology.

2:26A funnel. And it's like a leaky funnel at that. The funnel is essentially a number of candidates going in and number of candidates actually being placed. Right. And every step of the way, every step in the process, you lose people. So typically, PSG posts a job online, a bunch of people apply, and the ones that seem promising are contacted by a recruiter for an interview. David says this is where the funnel starts to leak. You know, it's one thing attracting talent and it's one thing identifying talent. The next step is you have to get them on the phone. And the more time that passes after a candidate applies, the harder that is.

3:01David says if a recruiter calls an applicant within one minute of applying, there's an 85 percent chance of them actually connecting. But if just 15 minutes go by, that connect rate drops to just 35 percent. And that's why recruiters end up spending hours a day just dialing and redialing the same numbers. The amount of time they're spending just trying to connect and how much they actually talk to someone is crazy. And then those that are connecting, too, very often are like, I'm not interested. I feel like if David were an actor in one of these made-for-TV infomercials, this is the part where he would look directly into the camera, distraught, and he would say, there's got to be a better way.

3:43Yeah. And so what did they end up doing? They brought in a robot, of course.

3:52Hello? Hi, Adrian. This is Anna, the AI recruiter from TP, calling to discuss the customer service representative role you recently applied for. Is this a good time to talk? Yes, it is. Awesome. Just a quick heads up. So this is their AI interview bot that they developed called Anna. And to show me how it worked, they had Anna interview me for a call center job. Can you describe a situation where you had to manage multiple competing demands while handling a customer call? Are you talking about like multitasking? Yes, that's exactly what I'm referring to. Nice one, Adrian, stalling for time. Thank you.

4:31I handled it just like a real interview. Because I'm often interviewing or having conversations with people. I'm listening. Please go on. How do you handle multiple tasks or interviews? Yeah, and sometimes things come up in the conversation where... It's going pretty well, don't you think? I think so. Could you think of any advice you might give to someone who is just starting out in this role? I guess I would say try to imagine yourself in the other person's shoes and have some empathy for what a person might be going through when they call. That's a great approach. Having empathy for the customer's situation can go a long way in providing excellent service.

5:16Yeah, so I'm not feeling great about making it to the next round, to be honest. No, I thought that was a good answer. Anna said it was a good answer. Nailed it. A plus. So PSG Global has this new technology. And the problem was they didn't have the data to prove Anna could do the job as well as a human. So they turned to an economist at the University of Chicago named Brian Jabarian. Yeah, and coincidentally, Brian had been looking for a company just like this. Like one that was trying to use AI at a broad scale and, importantly, willing to give him access to detailed data on how it was going.

5:52It took me three to four years, basically, in total, to find a firm willing to partner with me. Were there any companies that just like laughed in your face when you approached them with this idea? Well, most of them even didn't reply. But then, then, PSG said yes, because it really wanted to know what effect Anna would have on the recruiting process. To test these questions, Brian devised an experiment where job candidates were split into three randomly assigned groups. The first group would go through the normal interview process with a human. The second would be assigned to an interview with Anna.

6:28And the third would be given a choice, human or AI, whatever they preferred. Now, importantly for all the job applicants, a human recruiter would still review the transcript or the audio from the interviews and make the actual decision of whether or not to offer a job. Brian's hypothesis was that Anna would not do as well as a human. And you can imagine why, right? Like who among us actually enjoys calling up a business just to get that automated voice that is like, why don't you read me a 16-digit number and I'll, you know, and then you're just like, operator, operator. And yet, Brian says after running this experiment on some 70 ,000 interviewees.

7:09It was quite shocking or like surprising, which is when given a choice, 78 % of candidates choose to be interviewed by an AI voice agent. Given a choice, 78 % of people chose AI. Who would have thunk? I was also very surprised to hear this. And one explanation seems to be that people felt the AI would be, for lack of a better term, less judgy. And in fact, Brian says job applicants who interviewed with Anna were about half as likely to report feeling discriminated against based on their gender compared to those who interviewed with a human. And interestingly, women were also more likely than men to choose the AI over the human interview.

7:53But the surprises went even further. Brian also found that people who went through the AI interview process were 12 % more likely to get a job offer and about 18 % more likely to start and stay in the job for at least a month. So it seems like Anna was better at interviewing than the human recruiters. Of course, the next obvious question is why? Brian says when he analyzed the interviews, he noticed some patterns that people who got interviews tended to display certain what he calls linguistic features. If you display a lot of interactivity, you have a lot of back and forth, or you display a high level of vocabulary richness, you increase your chances of getting a job offer.

8:36On the flip side, if a candidate used a lot of so-called back channel cues, like uh, mm-hmm, uh-huh, that decreased their chance of getting an offer. And here is the kicker. Candidates interviewed by Anna did better on all these measures compared to those interviewed by a human. OK, so putting this all together, it's almost like Anna allowed people to be better versions of themselves. And Brian says the psychological aspect of all this is definitely worth more study. And as for the company, PSG, you could imagine that having a recruiter that can work 24 hours a day and be infinitely replicated, that is seemingly less prone to human bias and pretty good at its job to boot, is a big freaking deal.

9:20And you would be right. David Koch at PSG says they plan to roll Anna out in 80 countries and use it to recruit for a lot of different kinds of jobs. And while it will definitely mean the company hires fewer human recruiters, David says the ones who remain will get to spend more time on analytical tasks and a lot less time just dialing numbers. The role of the recruiter is changing, and I think it's a positive change. It's going to get more difficult, but it becomes much more meaningful. job, I think. By the way, David says there are dozens of competitor companies developing technology like Anna.

9:58So maybe sooner than we think, robots will be interviewing us for jobs. You know, there's been all this talk about how AI is too sycophantic. Yeah, it's always sucking up. But I feel like now we have to study up on how to suck up to machines. Oh, no.

10:17This episode was produced by Cooper Katz McKim and engineered by Debbie Daughtry. It was fact-checked by Sierra Juarez. Cake and Cannon is our editor and the indicators of production of NPR. This message comes from NPR sponsor, Charles Schwab, with its original podcast on investing. Each week, hosts Lizanne Saunders, Schwab's chief investment strategist, and Kathy Jones, Schwab's chief fixed income strategist, along with their guests, analyze economic developments and bring context to conversations around stocks, fixed income, the economy, and more. Download the latest episode and subscribe at schwab.com slash oninvesting or wherever you get your podcasts.

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From the publisher

Companies are starting to use AI to interview potential employees. Sound creepy? Well, a new study suggests it might not be all bad.. Today on the show, we look at why a job interview with AI might be preferable to one with a human. ? And Adrian gets grilled by an AI job recruiter named “Anna.” 

Related episodes: 
AI creates, transforms and destroys … jobs 
Fighting AI with AI 

For sponsor-free episodes of The Indicator from Planet Money, subscribe to Planet Money+ via Apple Podcasts or at plus.npr.org. Fact-checking by Sierra Juarez. Music by Drop Electric. Find us: TikTok, Instagram, Facebook, Newsletter. 


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