CoreResponsibilities

• 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-drivenarchitectures.
• Implement model monitoring for performance, drift detection, data quality, and operational health.
• Partner with quantitative researchers and data scientists toproductionalizeresearch models.
• Manage model versioning, lineage tracking, experiment management, and reproducibility.
• Optimize model performance, scalability, reliability, and cloud cost efficiency.
• Establish engineering standards, testing frameworks, and governance controls for ML solutions.
• Support production operations, incident response, and continuous improvement of deployed models.

Required Qualifications:

• Minimum of eight years related work experience, with at least three years of development experience.
• Undergraduate degree or equivalent combination of training and experience. Graduate degree preferred.
• Experience in software engineering, machine learning engineering, data engineering, or a related technical discipline.
• Strong experience building and deploying machine learning solutions in production environments.
• Expertise in Python and modern data science libraries (Pandas, NumPy, Scikit-Learn,PyTorch, TensorFlow, or similar).
• Hands-on experience with AWS services, including SageMaker
• Experience building and maintaining machine learning pipelines, feature engineering workflows, and model deployment processes.
• Knowledge ofMLOpspractices, including CI/CD, model versioning, experiment tracking, monitoring, and automated retraining.
• Strong understanding of software development lifecycle practices, testing strategies, and production support.
• Ability to work effectively with researchers, data scientists, and business stakeholders to deliver business outcomes.



Special Factors

Sponsorship

Vanguard is not offering visa sponsorship for this position.