Senior Staff Machine Learning Engineer
Core
Building and scaling production ML models and intelligent systems to solve complex business problems in financial services.
Role type
Senior Staff Machine Learning Engineer (IC with leadership)
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, distributed systems, cloud architecture
Preferred skills
ML strategy, algorithm optimization, model architecture design (RNNs, CNNs, LSTMs, Transformers), data pipeline scaling, technical leadership, open source contributions
Technologies
Dask, RAPIDS, Kubernetes, Spark, Ray, PyTorch, TensorFlow, AWS, GCP, Azure
Responsibilities
Deliver ML models and software components for challenging business problems; drive creation and evolution of ML models; lead large-scale ML initiatives; optimize data pipelines; evangelize best practices; recruit and nurture top engineering talent
Seniority
Senior Staff, hands-on IC with strategic leadership