Business Intelligence Analyst Assessment Template
Battle-tested business intelligence analyst template tuned for real hiring loops: dimensional modeling (kimball), sql on warehouses (snowflake, bigquery), looker lookml or dbt semantic layer, rubric weights you can edit, and integrity AI on by default. BI hiring is shifting toward semantic-layer fluency (LookML, dbt metrics) — candidates who only know dashboards are increasingly mismatched with where the role is heading.
What this template measures
Every skill needed for a business intelligence analyst hire, covered across MCQ, coding, and essay questions.
Dimensional modeling
Dimensional modeling (Kimball)
SQL on warehouses
SQL on warehouses (Snowflake, BigQuery)
Looker LookML or dbt semantic layer
Looker LookML or dbt semantic layer
Dashboard storytelling
Dashboard storytelling
Data quality
Data quality & validation
Stakeholder management
Stakeholder management
Sample questions from this template
A preview of the questions you'll see when you use this template.
Which of these is the most idiomatic way to handle dimensional modeling (kimball) in production?
- A.Hand-rolled implementation with no library support
- B.Battle-tested library + thin abstraction
- C.Copy from the latest blog post
- D.Avoid the pattern entirely
A business intelligence analyst reports a regression in sql on warehouses (snowflake, bigquery). Which signal is MOST likely to identify the root cause?
- A.Application logs at INFO level only
- B.Recent deploy diff + relevant trace
- C.Number of open tickets
- D.Restarting the affected service
Implement a small module that demonstrates looker lookml or dbt semantic layer. Include unit tests for happy path and one edge case.
Hint: Prefer clarity over cleverness; tests count.
Refactor the supplied snippet to fix a subtle bug in dashboard storytelling without changing the public API. Explain the fix in 2–3 sentences.
Hint: Read the tests; they encode the contract.
In 200–300 words, describe how you'd evaluate a tradeoff between dimensional modeling (kimball) and data quality & validation on a real project.
Walk us through a recent bi project where sql on warehouses (snowflake, bigquery) was the deciding factor. (90 seconds)
Scoring rubric
How candidates are evaluated on this template.
Frequently asked questions
Who is this Business Intelligence Analyst assessment template for?+
Hiring teams screening business intelligence analysts at mid level. BI hiring is shifting toward semantic-layer fluency (LookML, dbt metrics) — candidates who only know dashboards are increasingly mismatched with where the role is heading. Use it for inbound applicants, sourced candidates, or as a take-home equivalent before live interviews.
Can I customize the Business Intelligence Analyst template?+
Yes — and we encourage it. The default BI template covers the common case; the right move for your team is usually to edit the rubric to match how your hiring committee actually scores.
Does this Business Intelligence Analyst template include AI cheat detection?+
Integrity detection is on by default for the Business Intelligence Analyst template. Each signal (paste, biometrics, edit-pattern, focus loss) reports independently so you can override us when context warrants.
Can business intelligence analysts preview sample questions before the timer starts?+
Practice mode is on by default. Business Intelligence Analyst candidates can complete a sample task, see the rubric, and then start the real assessment when they're ready.
How do I reuse this Business Intelligence Analyst template across multiple jobs?+
Save your edited BI template as a private template, then attach it to any future job. Question pool, weights, and rubric persist; the candidate-facing copy can be tuned per req.
Related assessment templates
Other role-specific templates you might want to customize.
Data Analyst Template
Data analysts are paid for insight, not queries — strong candidates explain the business decision their query unlocks.
Analytics Engineer Template
Analytics engineering is software engineering for data — strong candidates demand tests, version control, and PR review.
Data Engineer Template
Real SQL on seeded data plus pipeline design questions.
Launch the Business Intelligence Analyst test today
Send your first Business Intelligence Analyst assessment today; the rubric, the integrity layer, and the interview room are already set up.