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Prep plan
Updated weekly · Last refresh Oct 17

Automatic Data Processing Data Scientist Interview Questions

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

50questions
~7htotal time
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1
NLPStart here. 5 questions · ~40 min
2
Machine Learning8 questions · ~64 min
3
Pipelines5 questions · ~40 min
Data Quality in ML PipelinesMedium

Approach for maintaining high quality data across ML pipelines, from ingestion through feature generation and model consumption.

Data QualityInfrastructureData WranglingAutomatic Data Processing
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4
Product Sense8 questions · ~64 min
Using Data to Influence DecisionsEasy

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue PropositionAutomatic Data Processing
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5
SQL & Data Manipulation8 questions + 3 drills · ~94 min
6
Metrics3 questions · ~24 min
Metrics Used in ProjectsMedium

Tests your ability to select and justify metrics for evaluating data science outcomes.

analyticsAutomatic Data Processing
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7
More topics13 questions · ~104 min
Monitor a Model in ProductionHard

Evaluates system thinking and operational monitoring practices for maintaining model performance.

productionAutomatic Data Processing
Hypothesis Test for RetentionMedium

Tests statistical test setup, assumptions, and practical interpretation for an ADP product decision.

Hypothesis TestingStatistical SignificanceA/B TestingAutomatic Data Processing
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.