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Updated weekly · Last refresh Oct 17

Unisys Data Scientist Interview Questions

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

30questions
~4htotal time
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1
System DesignStart here. 4 questions · ~34 min
2
Machine Learning7 questions · ~60 min
Selecting TensorFlow vs KerasHard

Evaluates your practical understanding of TensorFlow and Keras and your ability to choose the right tool for a Data Scientist workflow.

Use CasesUnisys
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3
Pipelines3 questions · ~26 min
Batch and Streaming with Spark and KafkaHard

Tests pipeline design for hybrid workloads and understanding of streaming and batch trade-offs.

data integrationStream ProcessingBatch ProcessingUnisys
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4
Behavioral & Leadership8 questions · ~68 min
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5
More topics8 questions · ~68 min
7-Day Rolling Active UsersMedium
Practice

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsUnisys
Evaluating Observed Lift SignificanceMedium

Explain how to test whether an observed experiment lift is real using hypothesis testing, p-values, and confidence intervals.

Confidence IntervalsStatistical SignificanceP-ValuesUnisys
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisUnisys
Product Metric Hierarchy for Enterprise AnalyticsMedium

Tests ability to connect product goals to measurable metrics and define a robust metric hierarchy.

Metricskpi hierarchyProduct VisionUnisys
A/B Test for Recommendation FeatureHard

Tests experimental design, metric selection, and statistical power with safety guardrails.

experiment designSample Sizeprimary metricsUnisys
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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 30 questions plus 2 hands-on drills to finish this plan.