Data and Analytics

Business Intelligence Analyst

Defines metrics, reconciles dashboards and turns business questions into reliable reporting.

What the role does

BI analysts own the metrics a company runs on. When three dashboards report three different renewal rates, someone has to work out which populations, date windows and exclusions differ, then get sales, finance and customer success to agree on one definition.

Why it is hard to evaluate

Metric reasoning doesn't show up in a coding puzzle. The skill is holding a data model, three stakeholders' assumptions and a business decision in your head at once, then writing a definition precise enough that the disagreement can't come back.

Skills measured

Metric reasoningData-model understandingStakeholder alignmentEdge-case awarenessBI judgmentCommunication

Example evidence

After a candidate submits, you see the objective answers, the reasoning they wrote, the questions they asked the stakeholder and how it all maps to the skills above. Every statement in the report cites a specific action or answer.

See a full evidence report