Senior Staff Machine Learning Engineer
Core
Build and scale production ML models and intelligent systems to solve complex business problems in the financial services industry.
Role type
Senior Staff Machine Learning Engineer (IC)
Builds
Production ML models, software components, and large-scale intelligent systems for Capital One customers.
Domain
Financial Services / Machine Learning
Deliverable
production ML models
Required skills
Python, Java, Golang, C++, PyTorch, TensorFlow, Pandas, NumPy, Scikit-learn, Spark, Ray, AWS, GCP, Azure, Kubernetes, Dask, RAPIDS
Preferred skills
System architecture for resilient ML systems, algorithm optimization, advanced ML techniques (RL, Transformers), data pipeline scaling, cross-organizational ML strategy, technical leadership
Technologies
PyTorch, TensorFlow, Spark, Ray, Kubernetes, Dask, RAPIDS, AWS, GCP, Azure
Responsibilities
Deliver ML models solving challenging business problems; drive creation and evolution of ML models; lead large-scale ML initiatives; optimize data pipelines; evangelize best practices; recruit and nurture engineering talent
Seniority
Senior Staff, hands-on IC with strategic leadership
