The Interview as a Sales Pitch

For most of the history of hiring, the first real interview had one job: find out whether this person can do the work. The resume got them into the room, and the conversation checked whether the resume was true.

That job hasn't gone away, but a lot of it has moved. If every applicant has already had a real screening conversation, one that asked follow-up questions about their experience, checked what they expect to be paid and when they can start, and ended in a ranked shortlist, then most of the qualifying happened before the candidate reached the hiring manager's calendar. The interview is now for something else, whether or not anyone decided that.

Think about who is actually in the room. By this point the candidate has cleared a real bar. They've talked about the role in some detail and put time into a real exchange, so they know something concrete about the job. And there's a decent chance they're talking to two other companies this week.

That changes what they're doing in the interview. Someone who applied to six roles, got screened within hours, and is now sitting across from your senior engineering manager isn't mainly trying to impress anyone. They're trying to decide. What's it actually like to work here? Is this manager someone I'd learn from? Does this company move fast, or only talk about moving fast? Was the job description honest?

Meanwhile a lot of hiring managers still walk in with the posture that made sense when the interview was the screen. They work through a competency framework and ask baseline questions the screen already covered. They keep a professional distance because it feels rigorous, and save their enthusiasm for after the offer letter. That suits a candidate whose main worry is "will I get this job?" It suits a candidate asking "which of these offers is the best bet?" much less well.

Suppose two companies interview the same engineer in the same week. The first spends twenty minutes on behavioral questions and leaves three minutes at the end for "any questions for us?" The second opens with "let me tell you what we're actually trying to build, and then I want to hear what you think of it." I know which one I'd find more convincing if I were the candidate, and it has little to do with how rigorous either process was. Speed matters a lot in hiring. But I suspect the employers who win on speed are often also the ones who are honest earliest, and that the honesty does as much of the work.

So what is the interview for now? I'd say it's where the hiring manager makes the case that this job, on this team, is worth choosing. It's where the candidate gets an honest look at the problem the team is working on, what the team is really like, and where the role could lead. The hiring manager gets to talk as a peer. No screening call, human or AI, can do that part for you.

The other half, the qualifying, is what we built Asendia to take off the hiring manager's plate. We make software that phones applicants and interviews them. By the time someone reaches a hiring manager, the structured screen is done: work history, questions specific to the role, pay expectations, availability, and a verbatim record of how they handled the follow-ups. The summary goes into the ATS with key excerpts attached and takes a few minutes to read, so nobody needs to spend half an hour on "walk me through your resume" anymore.

There's a related argument in the post on why offer rejection rates are climbing. Candidates who get to a first meaningful conversation quickly are more likely to accept, and the interview is where that early momentum either carries through or stalls.

The mistake I'd guess most teams are making is assuming AI screening made the process faster and left the interview unchanged. It made the process faster by moving the qualifying somewhere else. The people who reach the interview have already qualified, and they're looking for a reason to say yes. If your hiring managers aren't giving them one, another company probably will. A simple place to start: go through your interview guide and cross out every question the screening call already answered, then decide what to do with the time you get back.

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