Senior Machine Learning Engineer (AI Foundations) at Capital One, onsite in McLean, VA, with a salary range of USD 161,800 - 184,600 per year.

Develop and deliver ML models and components addressing real business needs, collaborating with Product and Data Science teams.
Guide ML infrastructure decisions by applying knowledge of modeling techniques, data and feature selection, model training, hyperparameter tuning, dimensionality, bias/variance, and validation.
Address complex problems by writing and validating application code, building ML models, and automating tests and deployment processes.
Work within a cross-functional Agile team to build and improve software powering advanced big data and ML applications.
Maintain production ML models through retraining, monitoring, and upkeep.
Utilize or develop cloud-based architectures and platforms to deploy scalable ML models.
Design efficient data pipelines that feed ML models.
Apply CI/CD practices with test automation and monitoring to ensure reliable deployment of ML models and code.
Maintain code quality and security, ensure model governance, and follow responsible and explainable AI practices.
Proficiency in Python, Scala, or Java.

Bachelor’s degree
Minimum 4 years of professional experience programming with Python, Scala, or Java (internships excluded)
Minimum 3 years designing and building data-intensive solutions using distributed computing
Minimum 2 years hands-on experience with ML frameworks such as scikit-learn, PyTorch, Dask, Spark, or TensorFlow
Minimum 1 year experience productionizing, monitoring, and maintaining ML models

Health benefits
Financial benefits
Performance-based incentive compensation (cash bonuses and/or long-term incentives)

Senior Machine Learning Engineer (AI Foundations)

Job Description