Staff Machine Learning Engineer, Underwriting and Credit
Bay Area, CA, United States of America
R
USD 276K-415K Senior-level Full Time
Tasks
- Build agentic engineering workflows
- Build underwriting and decisioning models
- Collaborate with product engineering legal compliance and operations
- Design credit decision frameworks
- Detect drift and retrain models
- Develop and evaluate machine learning features
- Govern AI developer tooling adoption
- Monitor model performance and degradation
- Run experiments to measure model impact
- Train calibrate and deploy models
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | Airflow | B testing | Experimentation | Feature Engineering | GCP | GitHub | LLMs | LightGBM | MLflow | Machine Learning | Model Monitoring | Model calibration | NumPy | Pandas | Prefect | Probabilistic Modeling | PyTorch | Python | Retraining | SQL | Scikit-learn | Snowflake | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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