Hands-on experience designing training evaluating ml models
Stripe Capital provides fast flexible financing to small-and-medium businesses using machine learning to automatically underwrite tailored offers
Job Summary
Stripe Capital provides fast flexible financing to small-and-medium businesses using machine learning to automatically underwrite tailored offers.
The role involves designing state-of-the-art ML models and large-scale systems for underwriting while satisfying regulatory and engineering constraints.
Candidates must have extensive experience shipping ML systems in production and collaborating across Data Science and Risk Management teams.
Matching Summary
Stripe Capital provides fast flexible financing to small-and-medium businesses using machine learning to automatically underwrite tailored offers.
Skills & Requirements
Must-have
5+ years industry experience building ML systems
Proficient with PyTorch TensorFlow XGBoost Spark
Hands-on experience designing training evaluating ML models
Experience productionizing deploying models at scale
Orchestrating complicated data pipelines large-scale datasets
Nice-to-have
MS/PhD degree in ML AI or related field
Experience in adversarial domains like Lending Trading Fraud
Knowledge of transformers test-time compute reinforcement learning
Passion for building ML systems touching millions of lives
Ability to work comfortably with ambiguity and take initiative