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Prep plan
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Sigmoid Data Engineer Interview Questions

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

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Optimize Skewed Spark Join
Medium

Optimize a Spark join where skewed keys create long-running tasks during a transaction to merchant metadata enrichment step.

Joinsperformancespark
Sigmoid
Design AWS Clickstream Streaming Pipeline
Hard

Design an AWS-native real-time clickstream pipeline processing 1M events/sec with under 2-minute latency, replay support, and strong data quality controls.

InfrastructureStream ProcessingOrchestration
Sigmoid
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Detect Linked List Cycle
Medium

Tests ability to implement an efficient cycle detection algorithm and reason about pointers and edge cases.

Linked Listscycle detectionTwo Pointers
Sigmoid
Object-Oriented Guess the Number
Easy

Tests coding clarity, OOP fundamentals, and correct program structure for a small interactive problem.

Basic Algorithmsfunctionsoop
Sigmoid
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Partition Pruning in Practice
Medium

Tests ability to reason about partitioned storage and performance impacts in analytical queries.

Performance Tuningsqlpartitioning
Sigmoid
SQL Join Types and Optimization
Medium

Tests understanding of SQL join semantics and query execution considerations for performance.

Joinsperformancejoin types
Sigmoid
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