Top 29
Prep plan
Updated weekly · Last refresh Oct 17

Kpmg Us Data Scientist Interview Questions

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

29questions
~4htotal time
Track your progressSign up free to work through all 29 questions and resume where you left off.
Start practicing free →
1
MetricsStart here. 3 questions · ~27 min
2
Machine Learning3 questions · ~27 min
Detect Rare Payment FraudMedium

Build an imbalanced binary classifier for payment fraud detection using cost-sensitive learning, threshold tuning, and precision-recall evaluation.

Cross-ValidationFeature EngineeringSupervised LearningKpmg Us
More Machine Learning questions with a free account
3
Statistics & Probability4 questions · ~36 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeKpmg Us
More Statistics & Probability questions with a free account
4
System Design4 questions · ~36 min
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingKpmg Us
More System Design questions with a free account
5
Model Evaluation3 questions · ~27 min
Evaluating LLM Quality in ProductionMedium

Tests evaluation methodology for LLMs, including metrics, testing strategy, and quality controls.

Language ModelsEvaluation TechniquesModel MetricsKpmg Us
More Model Evaluation questions with a free account
6
Behavioral & Leadership6 questions · ~54 min
More Behavioral & Leadership questions with a free account
7
More topics6 questions · ~54 min
SQL Window Function RankingEasy
Practice

Rank customers by total revenue within each region using a window function.

Window FunctionsRankingGroup ByKpmg Us
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchKpmg Us
Transformer Attention MechanismHard

Tests deep understanding of transformer attention and representation learning.

Language ModelsattentiontransformersKpmg Us
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. 1 drill · ~10 min
The finish line: interview-readyComplete all 29 questions plus 1 hands-on drill to finish this plan.