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Updated weekly · Last refresh Oct 17

Tiger Analytics Solutions Architect Interview Questions

The questions to prepare for a Tiger Analytics Solutions Architect interview. Questions from real interview reports rank first. Updated daily.

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1
PipelinesStart here. 6 questions · ~48 min
Unity Catalog Lineage and GovernanceMedium

Approach for managing lineage, access control, and governed data usage in an AI pipeline with Unity Catalog.

unity catalogGovernancedata lineageTiger Analytics
Star vs Snowflake SchemaEasy

Compare star and snowflake schemas in a warehouse pipeline, including structure and transformation trade-offs.

snowflake schemastar schemaData ModelingTiger Analytics
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2
SQL & Data Manipulation4 questions + 3 drills · ~62 min
Spark Architecture Deep DiveHard

Evaluates deep understanding of Spark internals, optimization, and execution semantics.

data processingTiger Analytics
Azure Databricks LakehouseMedium

Assesses ability to translate lakehouse concepts into a practical Azure Databricks architecture.

data architectureTiger Analytics
Implementing Type 2 SCDsMedium
Practice
Practice drill

Apply Type 2 SCD logic to preserve customer history while inserting changed and new warehouse dimension records.

slowly changing dimensionsdata migrationdata integrityDeloitteAccentureCapgemini
SQL Join for Max SalaryMedium
Practice
Practice drill

Use joins and aggregation to return every employee tied for the highest salary in each department.

JoinsGroup ByAggregationsCCDWEEntain IndiaIdfc First Bank
Left Join vs Inner JoinEasy
Practice
Practice drill

Return all Clipboard users and their matching workspace records, showing how unmatched rows differ between join types.

SubqueriesJoinsData WranglingMilwaukee ToolTiger AnalyticsClipboard
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3
System Design5 questions · ~40 min
Big Data Tech Stack ArchitectureHard

Evaluates system design trade-offs for large-scale data platforms.

architectureTiger Analytics
Enterprise Document Retrieval and RankingHard

Tests system design for search pipelines, including retrieval, ranking, and freshness handling.

Feature StoreRetrievalRankingTiger Analytics
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4
Strategy3 questions · ~24 min
Capacity Planning With Uncertain GrowthHard

Tests forecasting, sizing strategy, and elasticity planning for cloud analytics deployments.

EstimationCloudcapacity planningTiger Analytics
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5
Coding3 questions · ~24 min
Coding Stream Deduplication in Time WindowMedium

Tests ability to design streaming algorithms for deduplication with time-window semantics.

deduplicationStream ProcessingSliding WindowTiger Analytics
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6
Behavioral & Leadership8 questions · ~65 min
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The finish line: interview-readyComplete all 29 questions plus 3 hands-on drills to finish this plan.