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Updated weekly · Last refresh Sep 18

CITIC Group Data Analyst Interview Questions

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

35questions
~5htotal time
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1
PipelinesStart here. 6 questions · ~51 min
Schedule Daily Trading Batch JobsEasy

Design a recurring batch orchestration system for daily trading workflows with dependency management, idempotent reruns, and pre-market SLAs.

SchedulingBatch ProcessingDependenciesCITIC Group
Automating Manual Financial ReportingMedium

Discuss automating a manual reporting workflow with code, focusing on batch ETL, orchestration, and data quality.

Data WranglingETLAutomationCITIC Group
Data Quality in ML PipelinesMedium

Practical approach for maintaining data quality across ML ETL pipelines, orchestration, and repeatable data processing.

Data QualityETLData ModelingCITIC Group
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2
SQL & Data Manipulation8 questions + 2 drills · ~89 min
3
Statistics & Probability19 questions · ~163 min
Expected Flips for Two HeadsMedium

Compute the expected waiting time to see two consecutive heads when flipping a fair coin.

DistributionsExpected ValueConditional ProbabilityCITIC Group
Probability Puzzle with Coins or DiceMedium

Tests probability reasoning and ability to compute exact or conditional outcomes.

VarianceExpected ValueConditional ProbabilityCITIC Group
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4
More topics2 questions · ~17 min
Quantify Business ValueMedium

Tests ability to connect analysis outcomes to investment and asset management decisions.

KPIsLeading IndicatorsDiagnosisCITIC Group
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The finish line: interview-readyComplete all 35 questions plus 2 hands-on drills to finish this plan.