Department of Statistics

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Jane Street
Jane Street
Two Sigma
Two Sigma
Citadel
Citadel
DeepMind
DeepMind
Google
Google
Microsoft
Microsoft
McKinsey
McKinsey

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Based on annual reports, interviews & company announcements

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GoogleGoogle
Data Scientist
Level 01
Problem Framing
Business Question Translation
Success Metric Definition
Level 02
Data Exploration
Distribution Analysis
Anomaly Identification
Level 03
Experiment Design
A/B Test Design
Statistical Power Reasoning

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Level 19
Decision Science
Expected Value Framing
Risk-Return Trade-off
Level 20
Senior DS Simulation
End-to-End Analysis
Recommendation Delivery

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