Data Engineer Interview Preparation

Data engineering interview preparation with focus on data pipelines, ETL, and big data technologies.

Key Skills & Technologies

Data Pipelines
ETL/ELT
Big Data Technologies
Data Warehousing
Stream Processing
SQL

Interview Focus Areas

Data pipeline design and implementation
ETL/ELT processes and optimization
Big data technologies (Spark, Hadoop)
Data warehousing and modeling
Stream processing and real-time data
Data quality and monitoring

Top Data Engineer Coding Questions

Practice these 20 most relevant coding problems for data engineer interviews.

#1EasyFrequency: 100%

Two Sum

ArrayHash Table
#1
Recommended
#3594MediumFrequency: 100%

Identify the Largest Outlier in an Array

ArrayHash TableCountingEnumeration
#2
Recommended
#3655MediumFrequency: 100%

Digit Operations to Make Two Integers Equal

GraphMathHeap (Priority Queue)Number TheoryShortest Path
#3
Recommended
#3638HardFrequency: 100%

Minimum Operations to Make Character Frequencies Equal

Hash TableStringDynamic ProgrammingCountingEnumeration
#4
Recommended
#3613MediumFrequency: 100%

Maximize Amount After Two Days of Conversions

ArrayGraphStringDepth-First SearchBreadth-First Search
#5
Recommended
#716HardFrequency: 100%

Max Stack

DesignLinked ListStackDoubly-Linked ListOrdered Set
#6
Recommended
#49MediumFrequency: 100%

Group Anagrams

ArrayHash TableSortingString
#7
Recommended
#1306EasyFrequency: 100%

Minimum Absolute Difference

ArraySorting
#8
Recommended
#532MediumFrequency: 100%

K-diff Pairs in an Array

ArrayHash TableSortingTwo PointersBinary Search
#9
Recommended
#1423MediumFrequency: 100%

Maximum Number of Occurrences of a Substring

Hash TableStringSliding Window
#10
Recommended
#286MediumFrequency: 100%

Walls and Gates

ArrayBreadth-First SearchMatrix
#11
Recommended
#1171MediumFrequency: 100%

Shortest Path in Binary Matrix

ArrayBreadth-First SearchMatrix
#12
Recommended
#146MediumFrequency: 100%

LRU Cache

Hash TableDesignLinked ListDoubly-Linked List
#13
Recommended
#295HardFrequency: 100%

Find Median from Data Stream

DesignSortingTwo PointersHeap (Priority Queue)Data Stream
#14
Recommended
#362MediumFrequency: 100%

Design Hit Counter

ArrayDesignBinary SearchQueueData Stream
#15
Recommended
#314MediumFrequency: 97%

Binary Tree Vertical Order Traversal

Hash TableSortingTreeDepth-First SearchBreadth-First SearchBinary Tree
#16
Recommended
#658MediumFrequency: 96%

Find K Closest Elements

ArraySortingTwo PointersBinary SearchSliding WindowHeap (Priority Queue)
#17
Recommended
#833HardFrequency: 95%

Bus Routes

ArrayHash TableBreadth-First Search
#18
Recommended
#348MediumFrequency: 93%

Design Tic-Tac-Toe

ArrayHash TableDesignMatrixSimulation
#19
Recommended
#88EasyFrequency: 92%

Merge Sorted Array

ArraySortingTwo Pointers
#20
Recommended

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