Technical practice
How would you test and refine a prompt for a defined AI use case?
What to coverThe role includes structured prompt testing and refinement. Suggested preparation: Explain how you would define the task and success criteria, compare prompt variants on representative inputs, and record both improvements and failures.
How would you test a custom GPT or AI assistant before colleagues use it?
What to coverThe posting calls for supporting configuration and testing of custom GPTs and AI assistants. Suggested preparation: Describe checks against its intended use, including whether it follows instructions consistently and handles unclear or unsuitable requests appropriately.
How would you validate an AI output for clarity, consistency, safety, and usability?
What to coverThese four qualities are explicitly named as output-validation concerns. Suggested preparation: Discuss concrete checks for each, how you would document a problematic output, and when you would withhold it for further review.
How would you prototype a lightweight AI workflow under guidance?
What to coverThe role assists with lightweight workflow prototypes. Suggested preparation: Describe how you would map the inputs, AI-assisted step, human review, and expected output, then test whether the workflow is useful without overstating what the prototype proves.
How would you identify and escalate a technical constraint during workflow testing?
What to coverIdentifying basic constraints and escalating them appropriately are stated duties. Suggested preparation: Explain how you would reproduce the issue, capture its effect on the use case, distinguish an observation from a diagnosis, and give the relevant lead a clear decision point.
How would you compare AI tools for a proposed use case?
What to coverThe posting calls for experimentation across AI tools to assess feasibility and usage boundaries. Suggested preparation: Compare results on the same defined task, noting output quality, practical limitations, and where human review or further guidance would be needed.
What would make a prompt-library entry or tested use-case guide reusable?
What to coverThe role maintains prompt libraries, living exemplars, and structured guides. Suggested preparation: Explain how you would capture purpose, inputs, prompt, expected output, tested variations, limitations, and guidance for adapting the example.
How would you turn a tested use case into a useful training demo?
What to coverContributing technical examples and demos to enablement materials is part of the work. Suggested preparation: Outline a short demonstration that shows the task, prompt choices, output review, and a limitation colleagues should understand.
How would you translate a colleague’s AI question into a prompt or backlog item?
What to coverThe role helps turn user questions into structured prompts or actions for the Product Strategy team. Suggested preparation: Describe how you would clarify the desired outcome, try a bounded prompt when appropriate, and record unresolved needs as specific, actionable backlog items.
How would you analyze recurring questions and usage patterns?
What to coverTracking patterns and sharing structured observations with AI Product Strategy leads are stated responsibilities. Suggested preparation: Explain how you would group similar questions, separate observed patterns from assumptions, and recommend which guide, exemplar, or issue merits attention.
Behavioural practice
Tell me about a time you helped a colleague work through an unfamiliar tool or process.
What to coverThe role supports office hours, working sessions, and AI coaching. Suggested preparation: Use a real situation, your actions to understand the question and guide the colleague, and the result, including any follow-up resource you provided.
Describe a time you carried out iterative testing while following a defined process.
What to coverThe posting emphasizes experimentation alongside reliable execution within defined processes. Suggested preparation: Give the situation, how you recorded tests and handled unexpected results, and what the outcome showed.
Tell me about a time you made documentation useful to people in different roles.
What to coverReusable guides and cross-functional documentation are relevant to this position. Suggested preparation: Explain the situation, how you learned what readers needed and revised the material, and the result.
Describe a time you raised a limitation or concern rather than proceeding unchecked.
What to coverThe role involves identifying constraints and escalating them appropriately. Suggested preparation: Share a real situation, the evidence you gathered and how you communicated it, and the resulting decision or next step.
Tell me about a time repeated questions led you to suggest an improvement.
What to coverThe role tracks recurring questions and shares observations with Product Strategy leads. Suggested preparation: State the situation, how you recognized and communicated the pattern, and the result without claiming an impact you cannot substantiate.