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ACV Auctions Interview Questions

The questions to prepare for ACV Auctions interviews, across all roles. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~45 min
2
Execution8 questions · ~66 min
3
Pipelines8 questions · ~66 min
Secure DevOps Data PipelinesMedium

Approach for embedding security controls into data pipeline delivery, orchestration, and operations.

InfrastructureOrchestrationQualityAACV Auctions
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4
System Design6 questions · ~49 min
Design a Real-Time Bid AgentHard
Recently asked

Design an agentic ad bidding system that makes real-time bid adjustments at very high scale with strict latency and reliability needs.

Feature StoreRetrievalModel ServingAACV Auctions
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5
Machine Learning5 questions · ~41 min
Walk me through a recent machine learning project Medium

Walk me through a recent machine learning project you deployed. What were the biggest technical hurdles?

Cross-ValidationFeature EngineeringSupervised LearningAACV Auctions
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6
Technical Fundamentals7 questions · ~58 min
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7
More topics13 questions · ~107 min
Pivoting Strategy From Customer SignalsMedium

Describe how you used market or customer data to change course, and how you made the new strategy credible and measurable.

EstimationCompetitive AnalysisGrowth StrategyAACV Auctions
Balance User Needs and GoalsMedium

Explain how you balanced user needs with business goals in a product decision, including trade-offs and outcomes.

Feature PrioritizationUser NeedsValue PropositionAACV Auctions
Monitor Model Performance Over TimeMedium

Approach for continuously monitoring a deployed model and keeping performance stable as data changes.

CalibrationAccuracyThreshold TuningAACV Auctions
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The finish line: interview-readyComplete all 50 questions plus 2 hands-on drills to finish this plan.