Machine Learning Engineer
Core
Design state-of-the-art ML models and large-scale ML systems for underwriting and portfolio management for Stripe Capital.
Role type
Senior IC machine learning engineer (financial risk)
Builds
Production ML systems for underwriting and portfolio management
Domain
Fintech / Credit risk
Deliverable
production ML models
Required skills
ML algorithms and model architectures, Designing, training and evaluating machine learning models, Productionizing and deploying machine learning models at scale, Orchestrating data pipelines and leveraging large-scale datasets, Deep learning (transformers, test-time compute, reinforcement learning)
Preferred skills
None stated
Technologies
PyTorch, TensorFlow, XGBoost, Spark
Responsibilities
Design systems to speed up time from idea to deployment, Experiment and iterate on ML models to achieve business goals, Develop pipelines and automated processes to train and evaluate models, Integrate ML models into production systems ensuring scalability and reliability, Collaborate with product and strategy partners to implement new features
Seniority
Senior, hands-on IC
