AI Engineer
Zimmer Biomet4 days ago
Remote, United KingdomSenior
Responsibilities
- Build, deploy, serve, and improve predictive machine learning and generative AI systems for patient- and clinician-facing healthcare products.
- Develop automation, data, machine learning, and model-serving pipelines using Python and Azure ML.
- Integrate foundation-model APIs, vector stores, retrieval systems, orchestration frameworks, and evaluation tooling.
- Implement infrastructure as code, observability, production monitoring, drift detection, and performance monitoring.
- Collaborate with machine learning scientists and application software engineers to productionize AI products.
- Support quality, traceability, responsible AI, and regulatory compliance for Software as a Medical Device.
- Help shape the technical roadmap and direction of the Connected Health AI product team.
Requirements
- Demonstrable experience with healthcare data or delivering AI/ML products in regulated environments such as SaMD.
- Industry experience as a Machine Learning Engineer, AI Engineer, or Data Engineer.
- Hands-on production experience with either classical machine learning or generative AI, with interest in the other area.
- Experience evaluating and applying guardrails to generative AI systems.
- Experience with model monitoring, drift detection, and responsible AI practices including fairness, robustness, and explainability.
- Experience across the AI/ML product lifecycle, including containerization, CI/CD, infrastructure deployment, debugging, and production monitoring.
- Ability to build cloud-native applications and work with infrastructure as code.
- Comfortable programming in Python and using packages associated with AI/ML workflows.
- Ability to communicate analyses, technical ideas, and their value to varied audiences.
Benefits
- Fully remote work within the UK with flexible working support.
- Occasional evening availability may be required for meetings with U.S.-based colleagues.
- Development opportunities, Employee Resource Groups, wellness incentives, location-specific competitive rewards, and a culture of recognition.
- Inclusive, respectful, empowering, and collaborative working environment.
Tech Stack
Categories
About Zimmer Biomet
Zimmer Biomet designs and manufactures orthopedic implants, surgical instruments, and digital/robotic systems used by hospitals and surgeons for joint replacement and musculoskeletal care. It generates revenue by selling implants, consumables, and related software and services worldwide, including the ROSA robotic surgery platform. Founded in 1927 and headquartered in Warsaw, Indiana, the public company trades on the NYSE and sells in more than 100 countries.