Business Intelligence Background Questions
A summary of business intelligence experience including the BI platforms and tools used, types of dashboards and reports built, data volumes and sources, analytical methods, stakeholder consumption patterns, and measurable business outcomes. Candidates should explain how BI efforts influenced decisions, examples of ETL or modeling work, and any leadership or ownership of BI initiatives.
EasyTechnical
21 practiced
You're designing an incident response dashboard for on-call SREs. What key metrics, visualizations and drill-downs should be present on the top-level page to enable fast triage during a P1? Describe layout, refresh rates, and which metrics should have alerts wired to an incident system.
EasyTechnical
25 practiced
Describe the roles of metrics, logs, and traces in observability. For a production reliability incident, give an example of what each type of data reveals and how a BI dashboard might incorporate or link to them.
MediumTechnical
20 practiced
A dashboard's source SQL runs in 2 minutes and times out in the BI product. List a reproducible profiling and optimization plan: steps to identify bottlenecks, indexes/partitions/materialized views to add, and how to validate improvements with metrics.
MediumSystem Design
26 practiced
Describe how you would build a self-service metrics catalog for SREs and developers that includes definitions, owners, lineage, example queries, and access controls. Explain search, discoverability, CI checks, and how to encourage adoption.
MediumTechnical
20 practiced
How would you use BI historical data to forecast capacity needs for a service with strong weekly and yearly seasonality? Describe methods (statistical, simple moving averages, decomposition), how you would model uncertainty, and how to integrate forecast outputs into capacity planning decisions.
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