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Updated weekly · Last refresh Oct 17

Newgen Software Data Scientist Interview Questions

The questions to prepare for a Newgen Software Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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~3htotal time
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1
Machine LearningStart here. 9 questions · ~77 min
2
Behavioral & Leadership5 questions · ~43 min
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3
More topics9 questions · ~77 min
Validate Analysis with SQL ChecksMedium

Explain how to use SQL checks, NULL handling, and reconciliation queries to verify analysis accuracy.

Data WranglingAggregationsQualityNewgen Software
Design and Reflect on A/B TestMedium

Describe an A/B test you ran, what question it answered, how you measured success, and what you learned from the results.

ExperimentationGuardrail MetricsA/B TestingNewgen Software
Choosing Model Evaluation TechniquesEasy

Explain how you evaluate models using the right metrics, validation strategy, and error analysis for the problem.

PrecisionAccuracyRecallNewgen Software
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 IndicatorsDiagnosisNewgen Software
Statistical Significance in A/B TestsMedium

Tests understanding of hypothesis testing and how to interpret A/B test results correctly.

Statistical SignificanceA/B TestingNewgen Software
Programming Language and PerformanceEasy

Tests your ability to reason about performance and efficiency in production-grade systems.

technical discussionprogramming languagesNewgen Software
Designing Agentic AI with Memory and ToolsHard

Tests system design thinking for agent behavior, state management, and tool orchestration.

architectureNewgen Software
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 23 questions plus 2 hands-on drills to finish this plan.