Hands-on experience designing training evaluating ml models
Stripe Capital uses machine learning to automatically underwrite uniquely tailored financing offers to small-and-medium businesses
Job Summary
Stripe Capital uses machine learning to automatically underwrite uniquely tailored financing offers to small-and-medium businesses.
The role involves designing state-of-the-art ML models and large-scale systems for underwriting and portfolio management while satisfying financial performance goals.
Candidates must have extensive experience developing efficient feature pipelines and deploying advanced ML models to production environments.
Matching Summary
Stripe Capital uses machine learning to automatically underwrite uniquely tailored financing offers to small-and-medium businesses.
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 leveraging large 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
Ability to push state of the art within regulatory constraints