AI questions are moving beyond technical job interviews: candidates for non-technical roles may now be asked how they use the technology, how they would apply it at work and what they make of its risks. That gives job-seekers a practical brief: prepare honest examples, and ask employers what their AI policies actually are.
Watch Desk analysis
What happened
A CNBC article published on 5 November draws on career experts’ advice and ZipRecruiter survey data. It says 4.3% of job listings on ZipRecruiter mentioned AI, up from 1.9% in 2025. In a survey of more than 1,500 US workers, 82.5% said they use AI to some extent at work, while 62.8% said they had received AI training from their employer.
Georgetown University McDonough School of Business career-services director Lisa Dubler advises candidates to prepare for questions about their current AI use, how they might use it in the role, and safety and ethics. Experts also recommend researching the employer’s AI approach, giving specific examples of how AI supported previous work, and asking for clarification if a question is too broad.
Why it matters
The interview is becoming a two-way test. Employers want to hear how candidates think about AI, while candidates can use the conversation to find out whether a company has clear policies, useful training and expectations that fit the job. The survey figures describe workers’ reported experience, not a measure of AI skill or employer readiness.
Our read
The soundest advice is refreshingly unglamorous: be truthful, be specific and ask what the company means by “AI use”. A polished answer about tools is less useful than explaining what you used one for, how you checked the result and where you would draw a line. Candidates should be assessing the workplace too, not auditioning for an imaginary AI enthusiasm badge.
What to watch
- Whether AI questions become routine in non-technical interviews as well as technical ones.
- Whether employers explain their AI policies and offer training, rather than expecting candidates to guess.
- How job listings mentioning AI change as companies define which skills they actually need.
Discussion spark: Should candidates be expected to demonstrate AI skills in interviews when many employers have not provided AI training?
Sources and evidence
- You should expect questions about AI in job interviews, experts say-here's how to prepare – CNBC (5 November 2026, 20:57 UTC)
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