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Updated weekly · Last refresh Aug 30

TEKsystems Data Scientist Interview Questions

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

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~5htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~48 min
2
Statistics & Probability6 questions · ~55 min
Series Logic in Numerical SequencesEasy

Explain the underlying rule in a numerical series by identifying the pattern that generates it.

mathematical reasoningpattern recognitionnumerical sequencesTEKsystems
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3
Machine Learning7 questions · ~64 min
Time Series Feature EngineeringMedium

Design lag, rolling, and calendar features for a forecasting problem with temporal dependence.

Feature EngineeringSupervised LearningTime SeriesTEKsystems
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4
Metrics3 questions · ~28 min
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisTEKsystems
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5
Behavioral & Leadership7 questions · ~64 min
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6
More topics5 questions · ~46 min
Find Second Largest ElementEasy
Practice

Scan an array once to return the second-largest distinct value, handling duplicates and invalid cases efficiently.

Basic Algorithmsfunction implementationArraysTEKsystems
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchTEKsystems
Evaluating Imbalanced Classification ModelsMedium

Explain how to evaluate a classifier on imbalanced data, with focus on metrics that are more informative than accuracy.

F1 ScorePrecisionRecallTEKsystems
Estimate App Users in a CityMedium

Assesses your product sense and ability to build a defensible estimation approach.

Estimationmarket analysisUser NeedsTEKsystems
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