Top 22
Prep plan
Updated weekly · Last refresh Oct 17

Catalyst Labs Data Analyst Interview Questions

The questions to prepare for a Catalyst Labs Data Analyst interview. Questions from real interview reports rank first. Updated daily.

22questions
~3htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 2 drills · ~63 min
SQL and Query ExperienceMedium

Evaluates practical SQL knowledge and ability to work with data through queries.

queriessql experienceCatalyst Labs
Conditional Aggregation for Two RowsMedium
Practice

Return posted transaction counts and totals for exactly two account tiers in one PostgreSQL query.

JoinsCase WhenAggregationsCatalyst Labs
Querying Employee Vacation HoursMedium

Tests SQL join reasoning and aggregation to produce accurate employee metrics from an ERD.

JoinsAggregationsData ModelingCatalyst Labs
Designing an ERD With KeysMedium

Tests data modeling fundamentals, including keys and relationships, to support reliable analytics.

Data ModelingCatalyst Labs
Inner Joins From Physical DiagramMedium

Tests understanding of relational schemas and correct join usage in SQL.

SubqueriesJoinsData ModelingCatalyst Labs
SQL Join Query WritingMedium
Practice
Practice drill

Combine patient and encounter records to calculate encounter counts, charges, and latest encounter dates.

null handlingJoinsGroup ByHealth CatalystCatalyst Labs
Handling Missing DataEasy
Practice
Practice drill

Replace missing sales fields with defined defaults and return a consistently ordered dataset.

missing valuesdata cleaningnull handlingUniversity of MinnesotaThe Home DepotNationwide

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2
Behavioral & Leadership17 questions · ~145 min
Choosing the Right VisualizationEasy

Tests communication and stakeholder judgment in selecting visualizations that drive decisions rather than just presenting data.

CommunicationOwnershipCatalyst Labs
Owning a Submitted Analysis ErrorEasy

Tests ownership, self-awareness, and communication when a candidate finds a mistake in their own completed analysis.

failureOwnershipaccountabilityCatalyst Labs
Addressing an Unhappy StakeholderMedium

Tests stakeholder management under pressure, including communication, ownership, and reprioritization when project progress is challenged.

Conflict ResolutionStakeholder ManagementCommunicationCatalyst Labs
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The finish line: interview-readyComplete all 22 questions plus 2 hands-on drills to finish this plan.