“How do you use AI in your work?”
The question behind it
Can you describe a real decision, or will you list tools?
How to answer it
Name one task, what you changed about it, and how you knew it had improved. Specific beats impressive every time.
— Careers —
They will ask about AI.
Have a real answer.
AI questions have arrived in interviews for roles that have nothing to do with AI, and most candidates answer them by listing tools. The Institute of AI, the UK's professional body for AI, gives you free learning to build a proper answer and an assessed credential that ends the question of where you learned it.
— Six questions —
What they ask, and what
they are really asking.
Interviewers rarely want the textbook answer. They want to know whether you have thought about this before, in public, with something at stake.
“What are the risks of using AI here?”
The question behind it
Have you thought about this before today, or are you improvising?
How to answer it
Talk about the ones that apply to their work: wrong outputs stated confidently, personal data going where it should not, and nobody owning the result.
“How would you check whether it is working?”
The question behind it
Do you know that evaluation is a discipline rather than a vibe?
How to answer it
Describe a measure agreed before the rollout, a sample checked by a human, and what you would do if the number moved the wrong way.
“What would you not use AI for?”
The question behind it
Will you overclaim, which tells me what you are like when it matters?
How to answer it
Give a real boundary and the reason behind it. Restraint reads as judgement, and judgement is the thing they cannot train quickly.
“How do you keep up with the field?”
The question behind it
Is your knowledge current, or from whenever you last took a course?
How to answer it
Describe a habit rather than an event. Continuing professional development, logged and dated, is the version of this answer that survives a follow-up.
“Where did you learn this?”
The question behind it
Is there anything here I can verify without taking your word for it?
How to answer it
An assessed credential from a professional body, with a public verification page, ends this question in one sentence.
— The night before —
Six things worth
doing beforehand.
None of this takes an evening. It takes about an hour, and it is the hour that separates a fluent answer from a hopeful one.
- 1Work out, in one sentence each, what a model, a prompt, context and an evaluation actually are.
- 2Have one story ready about AI going wrong and what you did about it. Everyone has one. Few prepare it.
- 3Read their sector. AI in a hospital and AI in a warehouse raise different questions and they will notice.
- 4Know your own level and say it plainly. Overstating it is the fastest way to lose a room.
- 5Bring the verification link. It is the only part of your CV they can confirm while you are still in the chair.
- 6Prepare one question about their governance. Candidates who ask it are remembered.
— Common questions —
Interview preparation, the rest of it.
I am not applying for an AI role. Will they still ask?+
Increasingly, yes. Organisations are working out how AI fits into ordinary work, so the question turns up in operations, finance, marketing and public sector interviews. A calm, specific answer stands out precisely because so few candidates have one.
How much technical depth do I actually need?+
Enough to be accurate and no more. Knowing what a model does, why its output varies, and where it is likely to be wrong will carry almost any non-engineering interview. Learn AI covers exactly that ground in plain English, free.
Does an accreditation help in the interview itself?+
It helps twice. It gets you into the room, because it is verifiable before anyone meets you, and it gives you a framework to answer from once you are there, because you were assessed against that framework.
Can I get accredited while I am still looking?+
Yes, and it is the cheapest time to do it. If you are out of work and looking, the Institute of AI offers fully or partially funded accreditation pathways, covering some or all of your assessment and accreditation fees.
Answer the question
before it is asked.
Build the vocabulary free on Learn AI, then get assessed so the question of where you learned it has an answer a hiring manager can check.
— Go deeper
— Careers
AI skills on your CV
The lines that survive a six-second scan, and the ones that get quietly discounted.
— Accreditation
Prove it to employers
What a hiring manager sees when they check an Institute of AI credential.
— Learn AI
Five minutes a day
A short daily habit that builds the vocabulary interviews now assume you have.