AI · Machine Learning
Machine learning engineer hiring test
Assess whether candidates can ship models responsibly — not just quote sklearn imports.
What this assessment tests
- Train/validation design
- Feature leakage
- Model evaluation
- Deployment trade-offs
Sample question
Your offline AUC is 0.94 but production precision collapses after launch. What checks do you run first?
AI-resistant by design
Scenario questions target failure modes and production judgment rather than textbook definitions.