Team Context and Technical Landscape Questions

Preparation and ability to demonstrate knowledge of the specific team, product domain, business context, and technical landscape you are interviewing for. Candidates should research the team mission, product features and users, key metrics and goals, recent launches or incidents, the technology stack and architecture patterns, common technical challenges and constraints, and relevant stakeholders and processes. Interviewers will assess whether you ask intelligent follow up questions, surface meaningful concerns, connect your experience to the team context, and propose realistic first steps or areas to investigate. This topic covers how to gather domain knowledge before an interview, frame thoughtful questions during conversations, and show situational awareness of how technical decisions relate to business priorities.

MediumTechnical

0 practiced

Explain how you would document data lineage for a KPI that feeds multiple dashboards. What artifacts would you produce (diagrams, tables, SQL snippets), how would you keep lineage current, and how would you present the lineage to non-technical stakeholders to build trust in the metric?

HardTechnical

0 practiced

A critical executive dashboard shows a sudden 60% revenue drop at 08:00 AM ET. Describe your incident response: immediate triage steps, stakeholders to notify, temporary mitigations for decision-makers, data sources and queries to check, root-cause investigation plan, and structure of a postmortem suitable for both technical and business audiences.

MediumTechnical

0 practiced

You inherit an analytics warehouse with minimal documentation. Describe a prioritized checklist and concrete SQL tests you would run to assess data quality/integrity for critical reporting tables. Include examples of queries (e.g., null-rate checks, referential integrity, distribution drift) and how you'd escalate and track remediation.

EasyBehavioral

0 practiced

You need to explain a complex funnel analysis (with attribution windows and retention adjustments) to a nontechnical executive. Write the three-sentence executive summary and describe one simple visual and one analogy you would use to make the findings clear and actionable.

HardTechnical

0 practiced

Describe how you would implement data governance and access controls in a BI environment that contains PII. Cover policy, technical controls (column-level masking, row-level security), auditability, data classification, and how you'd balance analyst productivity with legal and compliance constraints like GDPR/CCPA.

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