Walk into the interview already prepared.

Fresher (0–3 years): Professional using AI at work

1. How do you use AI assistants in your daily work today?
2. What makes a good prompt?
3. What are the risks of using AI tools at work?
4. Which prompt is likely to give the most useful result?
5. Before pasting company data into a public AI tool, you should…
6. An AI assistant gives a statistic without a source. You should…
7. Which task is AI usually good at?
8. Microsoft Copilot in Office apps is most useful for…
9. Giving the AI an example of the output you want is called…

Mid-level (3–8 years): Team lead adopting AI

1. How would you roll out AI tools to a team of 20?
2. Write a simple AI usage guideline for your team.
3. Show how you would build a reusable prompt for proposal writing.
4. Custom GPTs, Claude Projects and Gemini Gems are useful for…
5. Comparing outputs from two AI tools on the same task is useful because…
6. A team member uses a personal AI account for client data. Best action?
7. Asking the AI to "think step by step and list assumptions" helps…
8. Automating a weekly report with AI should include…
9. Measuring AI adoption value in a team is best done by…

Experienced (8–15 years): Leader driving AI transformation

1. Build a 6-month AI adoption plan for a 200-person company.
2. How do you balance AI innovation with risk?
3. How will AI change roles in your field, and how do you prepare your team?
4. An organisation-wide AI policy should cover…
5. Which is a good first company-wide AI initiative?
6. Choosing an enterprise AI assistant should weigh…
7. AI champions in each department help by…
8. For customer-facing AI content, the key control is…
9. Reporting AI impact to leadership should focus on…