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machine learning risk modeling feature stores underwriting models experimentation pipelinesπ Description
- Lead end-to-end ML for SDL and Cash Line underwriting and pricing models
- Improve risk separation and refine cost models; unify with personal loan models
- Design decision engines translating model predictions into customer-facing lending outcomes
- Develop and validate robust model performance metrics
- Foster technical rigor; mentor and grow a top-tier ML team
- Collaborate with Product, Engineering, Capital Markets, and Data Analytics to align ML with strategy
π― Requirements
- 6+ years of experience developing and deploying ML models in production with direct customer and financial impact
- Proven track record leading high-impact ML initiatives from research through productionization
- Advanced degree in Computer Science, Statistics, Economics or a related field
- Strong technical judgment; deep dive into model design, data analysis, and evaluation
- Knowledge of production ML; ability to adapt to new tech stacks and contribute technically when needed
- Exceptional leadership skills with experience building and mentoring ML teams; cross-functional collaboration
- Hands-on familiarity with end-to-end ML infrastructure, including experimentation pipelines, feature stores, and model monitoring
π Benefits
- Competitive compensation including base pay, bonus, and equity
- Generous 401(k) plan with Upstart matching
- ESPP with discounted stock options
- Affordable medical, dental, and vision coverage with Upstart contributing 90-100%
- Health Savings Account contributions from Upstart for eligible plans
- Paid time off, sick and safe time, and company holidays
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