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BCG Data Engineer Interview Questions

The questions to prepare for a BCG Data Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 5 questions · ~60 min
Two Sum With Sorted HintEasy
Practice

Find two indices in a sorted array whose values equal a target using the two-pointer technique in O(n) time.

leetcodeAlgorithmsBBCG
Character Frequency and First IndexMedium
Practice

Use a single dictionary pass to record each character's frequency and earliest index.

aggregationfrequency countstring manipulationBBCG
SQL to PySpark TransformationMedium

Assesses understanding of translating SQL logic into PySpark DataFrame operations.

pysparksqlBBCG
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2
SQL & Data Manipulation3 questions + 3 drills · ~66 min
SQL vs NoSQL DifferencesEasy

Tests understanding of relational vs non-relational data models and when to use each.

JoinsData WranglingAggregationsBBCG
Fill Null Values in PySparkMedium

Evaluates data preprocessing skills for handling missing values in PySpark.

pysparkdata cleaningBBCG
PySpark and SQL Coding RoundMedium

Tests ability to connect core coding fundamentals with SQL and PySpark data manipulation.

pysparkData StructuressqlBBCG
Top 3 Users by Purchase FrequencyMedium
Practice
Practice drill

Use aggregation and row numbering to return the three most frequent purchasers within each region.

Data ManipulationGroup BysqlBBCGNIO
Rolling Average with SQL WindowsMedium
Practice
Practice drill

Calculate each active RpmGlobal Enterprise Planning user's 30-day rolling average of daily activity.

TavantRpmglobalTwo Six Technologies
SQL Self Joins and ExplodeMedium
Practice
Practice drill

Transform comma-separated employee tags, join employees to managers, and aggregate active direct reports by manager and tag.

pysparkaggregationJoinsTredence
3
Behavioral & Leadership4 questions · ~48 min
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4
More topics2 questions · ~24 min
Clean and Describe Data in PySparkMedium

Evaluates practical data cleaning and exploratory analysis skills in PySpark.

pysparkdata cleaningBBCG
Secure Cross-Network DB Access in AWSHard

Tests secure networking design for accessing private AWS data stores.

SecurityawsBBCG

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