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System design 86Named the bottleneck and two fixes, in order.
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Depth under follow-up 92Defended the choice with the actual trade-off.
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Ownership 84On call, wrote the postmortem, shipped the alert.
For your interview: ask how they handled replica lag for reads straight after writes.
An example interview with a fictional candidate. Each score links to the answer it came from.
Want the full version? See a sample report with every section, the scores and the whole transcript, for a fictional applicant.
Why résumé-first screening keeps failing
A résumé is a claim, not evidence
It tells you what someone wrote about themselves. Keyword matching on top of that just ranks people by how well they guessed your filters, which the least honest applicants do best.
The good ones are gone in ten days
Screening 200 applicants by hand takes a fortnight of someone's evenings. By the time you reach candidate 140, the strong ones have accepted somewhere faster.
Nobody screens the bottom of the pile
In practice you read the first forty and stop. The candidate who would have been perfect but wrote a bad summary never gets a chance to say a word.
How Career1 does it
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01
Post the role
Type a job title and Career1 drafts the description, or dictate it, or upload the JD you already have. You choose what the application form asks for: phone, city, and any screening questions of your own.
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02
Everyone gets interviewed
Every applicant, not a filtered subset, gets a link to a spoken interview they can take at 2am on a phone. It asks about their actual experience, follows up when an answer is thin, and runs about eight minutes.
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03
Read a ranked shortlist
You get a match score, the verified strengths, the risks, a hire recommendation, and the full transcript and video behind every claim. The evidence ships with the score, so you can check the reasoning instead of trusting it.
What the AI recruiter is listening for
- Depth, not vocabulary
- Anyone can say 'I led the migration'. The follow-up asks what broke, and that is where borrowed experience runs out.
- Ownership
- Whether they describe decisions they made or work that happened around them.
- Communication under mild pressure
- Whether they can explain something technical to someone who wasn't in the room, the thing they'll do every week.
- Consistency with the résumé
- The interview is grounded in what they submitted, so a gap between the document and the answers is visible.
Questions people ask
What is an AI recruiter?
An AI recruiter conducts the first-round interview instead of a human, then scores and ranks the candidates. Career1's runs as a spoken conversation in the browser. It asks questions drawn from the job and the candidate's résumé, follows up on the answers, and produces a scored report with the recording and transcript attached.
Does an AI recruiter replace human recruiters?
No. It removes the first-pass filtering that nobody wants to do and few people do consistently. Every decision that matters (who to interview properly, who to hire, what to offer) stays with your team, and they make it with better evidence than a stack of résumés.
How long does an AI recruiter interview take?
About eight minutes for the candidate, at whatever hour suits them. Your scored shortlist is ready as soon as they finish. There is no scheduling step on either side.there is no scheduling step on either side.
More on AI hiring
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