What are the responsibilities and job description for the Senior Machine Learning Engineer position at Vanguard Group, Inc.?
Core Responsibilities Design, build, and maintain end-to-end machine learning pipelines from research through production deployment. Engineer scalable training, inference, and retraining workflows using AWS SageMaker. Develop and maintain feature engineering, feature storage, and data preparation pipelines. Automate model deployment, testing, validation, and release processes using CI/CD practices. Build batch, real-time, and event-driven architectures. Implement model monitoring for perfor