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Prep plan
Updated weekly · Last refresh Aug 30

Apex Fintech Solutions Data Engineer Interview Questions

The questions to prepare for a Apex Fintech Solutions Data Engineer interview. Questions from real interview reports rank first. Updated weekly.

27questions
~4htotal time
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1
PipelinesStart here. 19 questions · ~152 min
Data Cleaning in ETL PipelinesEasy

Approach for cleaning and preparing raw data inside an ETL pipeline.

Data WranglingETLQualityApex Fintech Solutions
Design an ETL Pipeline for Large DatasetsMedium

Design an ETL pipeline to process 10TB of data daily from multiple sources into a data warehouse with strict data quality checks.

InfrastructureETLData ModelingApex Fintech Solutions
Production Pipeline Quality MonitoringMedium

Approach for adding data quality checks, observability, and production monitoring to a data pipeline.

Data QualitymonitoringobservabilityApex Fintech Solutions
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2
Coding6 questions · ~48 min
Core Data Structures and AlgorithmsEasy

Tests foundational CS knowledge applied to building reliable data applications.

Hash TablesArraysSortingApex Fintech Solutions
Custom Memory Management TechniquesHard

Tests performance engineering and memory handling strategies for large-scale data processing.

Hash TablesMathArraysApex Fintech Solutions
Python and Java FundamentalsEasy

Tests practical understanding of language fundamentals relevant to data engineering and reliability.

Hash TablesArraysSortingApex Fintech Solutions
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3
More topics2 questions · ~16 min
Top Users by Trading VolumeHard

Tests SQL performance tuning for large financial datasets and correct use of aggregations and ranking.

Window FunctionsJoinsAggregationsApex Fintech Solutions
Window Functions and OptimizationMedium

Tests advanced SQL skills and ability to optimize queries for scale in financial transaction processing.

Window FunctionsJoinsAggregationsApex Fintech Solutions
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 27 questions plus 3 hands-on drills to finish this plan.