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 weekly.

Expected Flips for Two Heads

Medium

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

DistributionsExpected ValueConditional Probability

CITIC Group

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Wrangling Messy Financial Data

Easy

Explain how to clean messy financial data in PostgreSQL using filtering, standardization, NULL handling, and validation logic.

Data WranglingCase WhenUnions

CITIC Group

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Data Quality in ETL Pipelines

Easy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQuality

CITIC Group

Data Quality in ML Pipelines

Medium

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

Data QualityETLData Modeling

CITIC Group

Automating Manual Financial Reporting

Medium

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

Data WranglingETLAutomation

CITIC Group

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Quantify Business Value

Medium

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

KPIsLeading IndicatorsDiagnosis

CITIC Group

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