Technical practice
How would you take an AI-driven solution from design to production?
What to coverThe role calls for production-ready software, solution validation, quality and compliance. Suggested preparation: explain how you would define the business problem, validate the solution before release and monitor whether it continues to work as intended.
When would you use Generative AI rather than an agentic approach?
What to coverThe posting calls for both Generative and Agentic AI to automate processes and add insights to enterprise workflows. Suggested preparation: compare the degree of autonomy each approach needs, the controls it requires and whether the added complexity delivers business value.
How would you design and improve prompts for an enterprise task?
What to coverPrompt engineering is explicitly listed among the required technical skills. Suggested preparation: discuss task clarity, constraints, representative test cases and how you would identify and address inconsistent outputs.
How would you evaluate whether an AI solution is ready to deploy?
What to coverThe posting specifies AI evaluation frameworks and validation of solutions. Suggested preparation: describe evaluation criteria tied to the intended task, how you would examine failures and what evidence would support a release decision.
What responsible-use and compliance concerns would you address in an AI workflow?
What to coverThe role explicitly requires responsible AI use and compliance alongside quality. Suggested preparation: discuss how you would assess risks, put appropriate controls around outputs and validate that the workflow meets its intended constraints.
How would you balance scalability against measurable business value in an AI solution?
What to coverThe posting asks for scalable AI capabilities aligned with business objectives and tangible value. Suggested preparation: explain which outcome you would measure and how you would weigh operating complexity and performance against that outcome.
How would you manage an incident involving a ServiceNow ITSM-supported business application?
What to coverServiceNow ITSM proficiency and incident management are stated requirements. Suggested preparation: walk through triage, impact assessment, investigation, resolution updates and verification that service has recovered.
How would you handle service request fulfillment using ITIL principles?
What to coverThe posting calls for service request fulfillment experience and familiarity with ITIL in service management. Suggested preparation: distinguish a request from an incident and explain how you would manage fulfillment, communication and closure.
How would you diagnose a recurring issue across components of a critical business system?
What to coverThe application-support duties include troubleshooting across multiple components and proactive monitoring and maintenance. Suggested preparation: describe how you would use symptoms and monitoring evidence to narrow the cause, test a fix and check for recurrence.
What would you document after resolving an application-support issue?
What to coverThe role includes documenting solutions, sharing knowledge and helping develop support best practices. Suggested preparation: identify the diagnostic findings, resolution steps and follow-up information that would help others handle a similar issue.
Behavioural practice
Tell me about a time you took independent ownership of a complex technical problem.
What to coverThe role expects independent work and subject-matter expertise. Suggested preparation: use a real situation, explain the decisions and actions you owned, and state the result without overstating your contribution.
Describe a time you worked with other teams to resolve an application incident.
What to coverThe posting describes cross-team troubleshooting to keep business operations running. Suggested preparation: give the situation and impact, explain how you coordinated investigation and resolution, and report the outcome.
Tell me about a time you kept stakeholders informed while an issue was being resolved.
What to coverRegular stakeholder communication about needs and resolution progress is part of the role. Suggested preparation: describe the situation, how you tailored and timed your updates, and what resulted from that communication.
Describe a time your contribution to a team discussion changed a technical decision.
What to coverThe posting expects active participation in discussions and contributions to problem-solving. Suggested preparation: identify the decision at stake, the evidence or reasoning you brought, and the resulting action or outcome.
Tell me about a time you improved how a team supports an application.
What to coverThe role includes documenting solutions, sharing knowledge and contributing to application-support best practices. Suggested preparation: describe the support problem, the change you helped make and its observable result.