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Updated weekly · Last refresh Oct 17

Foundation Robotics Labs Data Scientist Interview Questions

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

29questions
~4htotal time
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1
Machine LearningStart here. 5 questions · ~40 min
Handle Highly Imbalanced ClassesMedium

Build a classifier for a highly imbalanced dataset and choose training and evaluation methods that surface rare positives.

Cross-ValidationFeature EngineeringSupervised LearningFoundation Robotics Labs
Max Profit From Stock DatesHard

Tests ability to design an efficient algorithm for an optimization problem over time-series data.

optimizationFoundation Robotics Labs
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2
SQL & Data Manipulation9 questions + 3 drills · ~102 min
Pandas and SQL for Supply ChainMedium

Evaluates ability to apply Pandas and SQL to real supply chain analytics problems.

pandassqlsupply chainFoundation Robotics Labs
Rolling 7-Day Robot UptimeHard
Practice
Practice drill

Calculate each robot's rolling 7-day average uptime after accounting for maintenance downtime.

Window FunctionsDate FunctionsJoinsFoundation Robotics Labs
Top Error Codes by DriveMedium
Practice
Practice drill

Find the three most frequent error codes for each robotic drive category during a fixed 30-day reporting period.

Date FunctionsJoinsRankingFoundation Robotics Labs
Rank Fulfillment Centers by SpeedMedium
Practice
Practice drill

Rank Foundation Robotics Labs fulfillment centers by average packages processed per hour using PostgreSQL window functions.

Window FunctionsRankingdatabase queryingFoundation Robotics Labs
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3
Behavioral & Leadership8 questions · ~64 min
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4
More topics7 questions · ~56 min
DFS vs BFS in RoboticsEasy

Tests graph traversal understanding and mapping algorithms to robotics use cases.

Decision Makingtechnical communicationGraphsFoundation Robotics Labs
Diagnosing Fleet Performance DropsHard

Tests metric-driven incident analysis and structured root-cause isolation.

KPILeading IndicatorsDiagnosisFoundation Robotics Labs
Routing Change Without Safety RegressionsHard

Tests causal analysis with guardrail metrics and tradeoff-aware evaluation.

experiment designCausal InferenceGuardrail MetricsFoundation Robotics Labs
Central Limit Theorem for CyclesEasy

Tests understanding of sampling distributions and applying CLT to warehouse cycle time analysis.

DistributionsSamplingCentral Limit TheoremFoundation Robotics Labs
Metrics Framework for Robotics PlatformHard

Tests ability to define actionable product metrics aligned to operational outcomes.

User NeedsKPIProduct VisionFoundation Robotics Labs
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The finish line: interview-readyComplete all 29 questions plus 3 hands-on drills to finish this plan.