Role Team and Infrastructure Questions Questions
Guides asking targeted questions about the specific role, team responsibilities, and the technical or operational infrastructure that supports the role. Topics include typical responsibilities, on call rotations or support models, current infrastructure challenges, tech stack or tooling, success metrics for the role, collaboration with adjacent teams, opportunities for growth, and infrastructure priorities. This helps candidates demonstrate role understanding and probe for operational and strategic expectations.
HardSystem Design
0 practiced
Design an approach to scale live dashboards to support thousands of concurrent users without overwhelming the data warehouse. Discuss caching layers, extracts or materialized views, query throttling, read replicas, and strategies to separate serving vs analytical workloads.
MediumTechnical
0 practiced
How are BI requests prioritized when demand exceeds team capacity? Ask whether you use scoring frameworks (impact × effort), OKR alignment, stakeholder tiering, cost of delay, or a BI roadmap, and how emergency ad-hoc requests are handled relative to planned work.
HardTechnical
0 practiced
A KPI that has been used for months needs to be redefined because instrumentation changed. How would you approach backfilling historical data, communicating the change to stakeholders, implementing the new definition in dashboards, and maintaining trust during the transition?
HardSystem Design
0 practiced
Design a high-level reporting infrastructure to support 1,000 dashboards and 2,000 monthly active users across multiple departments. Include choices for data warehouse, BI tools, caching and serving layers, aggregation strategies, governance controls, and cost-optimization considerations.
MediumTechnical
0 practiced
Describe the service-level agreements (SLAs) or data availability windows for critical ETL pipelines and reporting jobs. How would you set realistic SLAs aligned to business needs, and what retry, retry-backoff, and alerting mechanisms do you put in place to meet them?
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