Staff Machine Learning Operations (MLOps) Engineer position at Analog Devices in Limerick, Ireland. Responsible for architecting ML/AI infrastructure, defining governance and standards, and driving operational excellence across the ML/AI ecosystem. Must have expertise in MLOps, distributed systems, and cloud architecture.
Requirements
- Recognized expert in ML/AI platforms and MLOps
- Proven ability to architect cross-team solutions and define long-term platform directions
- Expertise creating scalable model governance, registries, and compliance standards used org-wide
- Deep experience with ML observability frameworks and defining SLO/SLA measurement strategies
- Expert-level distributed systems experience, including Ray, large-scale LLM/Agent pipelines, and scalable RL systems
- Mastery of IaC/GitOps frameworks and ability to build reusable multi-team infrastructure patterns
- Leadership experience in defining Kubernetes and workflow orchestration strategies across orgs
- Deep experience architecting enterprise ML/AI support for foundation models and multimodal AI
- Strong ability to lead large multi-team roadmap initiatives, influence cross-functional decision-making, and create long-range architectural direction
- Executive-level communication and influence skills
- Strong mentoring orientation and ability to upskill teams across the organization