Explain project assumptions and validation methods
Company: Graham Capital
Role: Software Engineer
Category: Analytics & Experimentation
Difficulty: medium
Interview Round: Technical Screen
For that project, list your key assumptions and why they were justified. How did you validate each assumption (e.g., EDA, sensitivity analysis, ablations, holdout or rolling out-of-sample tests)? Describe the step-by-step process from data collection to final evaluation, and how you prevented data leakage and overfitting.
Quick Answer: This question evaluates expertise in analytics and experimentation, focusing on formulating project assumptions, selecting validation methods, and managing end-to-end data workflows and model evaluation.