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Shift Technology Interview Questions

The questions to prepare for Shift Technology interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
CodingStart here. 6 questions · ~51 min
2
Execution5 questions · ~43 min
3
SQL & Data Manipulation6 questions + 3 drills · ~81 min
4
Machine Learning5 questions · ~43 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffShift Technology
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5
System Design3 questions · ~26 min
Design a Low Latency RAG PlatformHard

Design a low latency RAG system over millions of documents, with scalable retrieval, ranking, generation, and production monitoring.

low latencyscalabilityRAG architectureShift Technology
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6
Statistics & Probability3 questions · ~26 min
Covariance vs CorrelationMedium
Recently asked

Tests your statistical understanding of dependence and diagnosing multicollinearity.

BiasCorrelationShift Technology
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7
More topics22 questions · ~188 min
Production Claims Feature PipelineMedium
Recently asked

Tests your end-to-end pipeline engineering and monitoring practices for production ML features.

data integrationmonitoringETLShift Technology
Pitfalls in Claims ExperimentsHard
Recently asked

Tests your ability to anticipate and mitigate common experimentation failures in insurance datasets.

Network InterferenceNovelty EffectSample Ratio MismatchShift Technology
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.