ML / Data Engineer – Data Science Enablement HOW MIGHT YOU DEFY IMAGINATION? If you feel like you’re part of something bigger, it’s because you are. At Amgen, our shared mission—to serve patients—drives all that we do. We are global collaborators who achieve together—researching, manufacturing, and delivering ever-better products that reach millions of patients worldwide. It’s time for a career you can be proud of.
Role Overview
This role will report to the Data Science Enablement Manager and support the Rare Disease Business Unit (RDBU) patient finding team. The candidate will work closely with data scientists to build scalable pipelines, productionize models, and establish robust evaluation and monitoring frameworks to enable reliable, high-impact deployment of patient finding solutions. Live |
What you will do
Build and maintain scalable data and ML pipelines to support patient finding use cases across the patient journey
Productionize machine learning models by developing deployment workflows, APIs, and batch/real-time scoring pipelines
Design and implement model evaluation, validation, and monitoring frameworks (performance tracking, drift detection, alerting)
Enable end-to-end ML lifecycle management, including training, versioning, deployment, and retraining workflows
Partner with RDBU data science teams to translate analytical solutions into production-ready systems