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Prep plan
Updated weekly · Last refresh Oct 16

HERE Technologies Data Scientist Interview Questions

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

48questions
~7htotal time
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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~53 min
2
A/B Testing & Experimentation3 questions · ~25 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingHERE Technologies
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3
Pipelines3 questions · ~25 min
Handle Messy Visualization InputsHard

Approach for turning a large messy dataset with missing and inconsistent fields into visualization-ready data.

Data WranglingETLQualityHERE Technologies
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4
System Design5 questions · ~42 min
Design a Cold-Start Feed RankerMedium

Design a personalized feed ranking system that handles new users and new content under tight latency at large scale.

Cold StartFeature StoreRetrievalHERE Technologies
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5
Machine Learning10 questions · ~83 min
Discuss TensorFlow or PyTorch ExperienceEasy

Explain your practical experience using TensorFlow or PyTorch to build, train, and evaluate machine learning models.

Hyperparameter TuningNeural NetworksDeep LearningHERE Technologies
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6
Statistics & Probability4 questions · ~33 min
Statistical Significance in Business DecisionsEasy

Explain what statistical significance means, how p-values and confidence intervals support decisions, and why significance alone is not enough.

Hypothesis TestingStatistical SignificanceP-ValuesHERE Technologies
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7
More topics19 questions · ~158 min
Diagnose Conversion Drop Post LaunchMedium

Diagnose why conversion fell from 4.8% to 3.1% after a launch by breaking the metric across funnel steps, cohorts, and segments.

Funnel AnalysisConversion RateDiagnosisHERE Technologies
Improve Routing AlgorithmMedium

Evaluates product and technical tradeoffs when improving routing for HERE Technologies location services.

Pain PointsUse CasesProduct VisionHERE Technologies
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The finish line: interview-readyComplete all 48 questions plus 2 hands-on drills to finish this plan.