Dataford
Top 19
Prep plan
Updated weekly · Last refresh Sep 20

Aurora Innovation Data Scientist Interview Questions

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

19questions
~3htotal time
Track your progressSign up free to work through all 19 questions and resume where you left off.
Start practicing free →
1
MetricsStart here. 4 questions · ~33 min
Investigate User Engagement DeclineMedium
Recently asked

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsAurora Innovation
Reliability of Product MetricsMedium
Recently asked

Evaluates practices for validating, monitoring, and preventing metric drift and data quality issues.

product metricsdata integrityAurora Innovation
More Metrics questions with a free account
2
A/B Testing & Experimentation4 questions · ~33 min
Common Pitfalls in Experiment ResultsHard
Recently asked

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

PeekingNovelty EffectSample Ratio MismatchAurora Innovation
Account for Seasonality and NoiseHard
Recently asked

Tests methods to control confounding and variability in experiment analysis.

Data AnalysisseasonalityAurora Innovation
More A/B Testing & Experimentation questions with a free account
3
Product Sense3 questions · ~25 min
Define Successful Autonomous Test DriveMedium
Recently asked

Evaluates ability to translate autonomous driving goals into measurable success criteria for Aurora Innovation.

product metricsSuccess CriteriaAurora Innovation
More Product Sense questions with a free account
4
Behavioral & Leadership4 questions · ~33 min
More Behavioral & Leadership questions with a free account
5
More topics4 questions · ~33 min
Optimizing Slow Queries at ScaleHard
Recently asked

Explain how to diagnose and optimize a slow PostgreSQL query on large Apidel Technologies datasets.

SubqueriesJoinsData WranglingAurora Innovation
Determining A/B Test SignificanceMedium
Recently asked

Explain how to evaluate whether an A/B test result is statistically significant and how to interpret the result.

marketing experimentStatistical SignificanceAnalysisAurora Innovation
Walking Through a Data ProjectMedium
Recently asked

Assesses end-to-end data project thinking, including problem framing, execution, and communication.

sqlAurora Innovation
More questions with a free account

Sign up to see every question

Create a free account to unlock this list and practice real interview questions.

Get my prep plan
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Discrepancy Query Between SourcesHard
Practice
Practice drill

Identify missing, duplicated, and mismatched records between two source tables using full reconciliation logic.

SubqueriesJoinsData WranglingDexian Signature Consultants
Policy Update Cascades in SQLMedium
Practice
Practice drill

Verify a policy update reached every eligible claim with matching values, audit records, and current claim versions.

SubqueriesJoinsData WranglingAXA XL Insurance
Verify Policy-to-Claims CascadeMedium
Practice
Practice drill

Verify policy updates propagated to related claims and identify policies with inconsistent claim snapshots.

SubqueriesJoinsData WranglingAXA XL Insurance
The finish line: interview-readyComplete all 19 questions plus 3 hands-on drills to finish this plan.