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Prep plan
Updated weekly · Last refresh Oct 17

C3.ai Data Scientist Interview Questions

The questions to prepare for a C3.ai Data Scientist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
Machine LearningStart here. 14 questions · ~113 min
2
Model Evaluation3 questions · ~24 min
Choose Metrics for Imbalanced DataMedium

Choose the right evaluation metric for an imbalanced dataset and explain why accuracy can mislead.

F1 ScorePrecisionAUC-ROCC3.ai
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3
Statistics & Probability14 questions · ~113 min
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceC3.ai
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4
Product Sense3 questions · ~24 min
Optimize Nationwide Delivery WastageHard

Evaluates product sense and applied optimization thinking for C3.ai-style supply chain outcomes.

logisticsoptimizationC3.ai
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5
SQL & Data Manipulation3 questions + 3 drills · ~54 min
6
Behavioral & Leadership4 questions · ~32 min
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7
More topics9 questions · ~73 min
Common Pitfalls in Experiment ResultsHard

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

PeekingNovelty EffectSample Ratio MismatchC3.ai
Design an AI System for a HospitalHard

Evaluates your system design thinking for applying AI in a healthcare setting.

statistics fundamentalsC3.ai
TF-IDF And Beam SearchMedium

Tests NLP fundamentals and ability to reason about decoding strategies.

TF-IDFC3.ai
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.