Software Engineer, Machine Learning - Credit & Refund Optimization
San Francisco, CA; Sunnyvale, CA; Seattle, WA
USD 137K-299K Mid-level Full Time
Tasks
- Build personalized decision systems
- Collaborate with cross-functional partners
- Design and deploy causal inference models
- Develop optimization frameworks
- Lead end-to-end model development
Perks/Benefits
- 401k matching
- Basic life insurance
- Commuter benefits match
- Disability insurance
- Family-forming assistance
- Medical, dental, vision benefits
- Mental health program
- Paid Holidays
- Paid parental leave
- Paid sick leave
- Paid time off
- Wellness benefits
Skills/Tech-stack
Bandits | Causal Inference | Constrained optimization | Instrumental Variables | MLflow | Multi-Objective Optimization | Objective optimization | PyTorch | Python | Spark | Synthetic controls | Treatment Effect Estimation | Uplift Modeling
Education
Regions
Countries
States
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