Top 50
Prep plan
Updated weekly · Last refresh Oct 17

Orange Data Engineer Interview Questions

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

50questions
~7htotal time
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1
PipelinesStart here. 22 questions · ~184 min
Single Source of Truth PipelineHard

Approach for building a trusted source of truth across multiple systems with consistent models, data quality, and repeatable pipeline behavior.

ETLData ModelingQualityOrange
Handle Traffic Spikes in Data PipelinesMedium

Design a spike-resilient AWS data pipeline handling 750K events/sec while preserving low latency, data quality, and replay safety.

InfrastructureIdempotencyQualityOrange
Choose Delta for Lakehouse PipelinesEasy

Design a Databricks lakehouse pipeline and defend choosing Delta Lake over Iceberg and Hudi for mixed batch and streaming workloads.

Orange
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2
SQL & Data Manipulation17 questions + 2 drills · ~162 min
ISO Model in DataMedium

Assesses your knowledge of the ISO model and how you apply it in data or analytics contexts.

Orange
Variance in StatisticsEasy

Assesses your statistical fundamentals relevant to analyzing telecom and operational data.

VarianceOrange
SQL FundamentalsMedium
Practice

Use filtering and aggregation to summarize completed orders by customer.

JoinsData ManipulationGroup ByOrange
SQL Average Sales by RegionEasy
Practice
Practice drill

Calculate average NCR Atleos sales by region using GROUP BY and AVG, including regions with NULL sale amounts.

Data WranglingGroup ByAggregationsNCR AtleosOrange
Build Monthly Retention Cohort TableHard
Practice
Practice drill

Build a monthly customer retention cohort table using CTEs, date math, and conditional aggregation.

Window FunctionsDate FunctionsAggregationsBoltDaveAffirm
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3
Coding8 questions · ~67 min
Spark Skew OptimizationHard

Tests performance tuning skills for distributed processing under skewed key distributions.

Hash TablesSortingGreedyOrange
Python Data Cleaning Before WarehouseEasy

Tests practical data wrangling skills and correctness before analytics consumption.

Hash TablesArraysStringsOrange
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4
Behavioral & Leadership3 questions · ~25 min
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.