Staff Software Engineer - Aws Cloud Architect + Ai (mlops)
Analog Devices Foundation
Limerick, Ireland
Mlops platform architecture
Aws ml/ai infrastructure
Kubernetes strategy
The mission of the global XOps team is to deliver a world-class AI/ML developer experience for our software engineers and data scientists
Job Summary
The mission of the global XOps team is to deliver a world-class AI/ML developer experience for our software engineers and data scientists.
As a Staff MLOps Engineer, you will lead the development of major ML/AI operational features spanning infrastructure, pipelines, deployment, monitoring, governance, and cost/risk optimization.
This role involves architecting multi-team AWS ML/AI infrastructure, defining enterprise-level governance for model lifecycle, and owning the Kubernetes strategy across ML/AI infrastructure.
Matching Summary
The mission of the global XOps team is to deliver a world-class AI/ML developer experience for our software engineers and data scientists.
Skills & Requirements
Must-have
MLOps platform architecture
AWS ML/AI infrastructure
Kubernetes strategy
IaC/GitOps frameworks
enterprise ML/AI support
large-scale LLM/Agent pipelines
Nice-to-have
robotics ML infrastructure
ROS/ROS2 integration
adaptive multi-skilled robots
Vision-Language Models for industrial perception
low-data adaptation for robots
robotic simulation toolchains
Key Requirements
Recognized expert in ML/AI platforms and MLOps
Proven ability to architect cross-team solutions
Expertise creating scalable model governance
Deep experience with ML observability frameworks
Expert-level distributed systems experience
Mastery of IaC/GitOps frameworks
Leadership experience in defining Kubernetes strategies
Deep experience architecting enterprise ML/AI support for foundation models
Strong ability to lead large multi-team roadmap initiatives
Executive-level communication and influence skills