Technical practice
How would you choose among Agent Builder, Dialogflow, and Vertex AI for a conversational AI solution?
What to coverThe posting names all three as areas of expected expertise. Suggested preparation: explain how you would match their capabilities to a use case and justify trade-offs in control, complexity, and maintainability.
How would you architect a multi-agent conversational system?
What to coverThe role calls for designing and delivering multi-agent systems. Suggested preparation: describe how agents would divide responsibilities, share context, coordinate actions, and handle an unsuccessful handoff.
How would you design a conversation that can complete an enterprise workflow?
What to coverThe posting connects conversational AI with automation and enterprise workflows. Suggested preparation: address intent handling, confirmation before consequential actions, and what happens when the system cannot complete a request.
How would you integrate an AI solution with existing enterprise systems?
What to coverEnterprise integration is an explicit qualification. Suggested preparation: explain how you would establish system boundaries, manage access and data exchange, and respond when a dependent system is unavailable.
What would you consider when scaling a conversational AI service?
What to coverThe role calls for scalable systems and an understanding of AI scaling. Suggested preparation: discuss how demand, response time, cost, and reliability affect architecture choices, without assuming a particular traffic level.
How would you apply MLOps to an AI solution after launch?
What to coverMLOps is explicitly named in the posting. Suggested preparation: cover evaluation before release, monitoring in operation, and how you would investigate or reverse a change that reduces quality.
How would you address ethical AI risks in a customer-facing conversation?
What to coverThe posting asks for an understanding of ethical AI and aims to improve customer experience. Suggested preparation: discuss risks such as inappropriate outputs or exposure of sensitive information, plus proportionate testing, safeguards, and escalation.
How would you evaluate whether an AI initiative improved customer experience and efficiency?
What to coverThose outcomes are stated in the role overview, alongside data and analytics work. Suggested preparation: propose suitable measures, establish a baseline, and distinguish useful automation from interactions that merely appear successful.
How would you turn an AI strategy into an executable roadmap?
What to coverThe director is expected to advise clients on AI strategies and roadmaps and lead end-to-end programs. Suggested preparation: explain how you would prioritize opportunities, test feasibility, sequence delivery, and revisit decisions as evidence emerges.
How would you troubleshoot a conversational system that repeatedly fails to complete requests?
What to coverThe role includes delivering conversational AI integrated with enterprise workflows. Suggested preparation: separate conversation-design, agent-coordination, model, and integration failures before choosing a remedy and checking its effect.
Behavioural practice
Tell me about a time you advised senior stakeholders on an AI or cloud decision.
What to coverThe role involves advising C-level stakeholders. For this suggested practice question, use a real situation, explain how you communicated options and trade-offs, and state the decision or result.
Describe a time you led a cross-functional technology program from planning through delivery.
What to coverEnd-to-end program leadership and cross-functional team management are stated responsibilities. For this suggested practice question, describe the situation, your coordination and decisions, and the delivery result.
Tell me about a time you helped a team member or team improve its technical work.
What to coverThe posting calls for mentoring and fostering technical excellence. For this suggested practice question, give a real example of the need, the support you provided, and what changed.
Describe a time you developed a proposal for a new technology opportunity.
What to coverIdentifying market opportunities and developing proposals are stated responsibilities. For this suggested practice question, explain the opportunity, your contribution to the proposal, and its outcome without assuming it won.
Tell me about a time you reassessed a technology direction as capabilities changed.
What to coverThe role includes staying current with AI and Google Cloud innovations while aligning with digital strategy. For this suggested practice question, describe the situation, how you evaluated the change, and the resulting decision.