Staff Software Engineer - Aws Cloud Architect + Ai (mlops)
Analog Devices, Inc.
Limerick, Ireland
Mlops standards and best practices
Aws ml/ai infrastructure architecture
Kubernetes strategy for ml/ai
The global XOps team's mission is to deliver a world-class AI/ML developer experience for software engineers and data scientists
Job Summary
The global XOps team's mission is to deliver a world-class AI/ML developer experience for software engineers and data scientists.
As a Staff MLOps Engineer, you will independently design and optimize complete systems, resolve technical issues, and lead the development of major ML/AI operational features.
You will partner with senior engineering, science, and product leadership to steer the ML/AI platform roadmap and strategy.
Matching Summary
The global XOps team's mission is to deliver a world-class AI/ML developer experience for software engineers and data scientists.
Skills & Requirements
Must-have
MLOps standards and best practices
AWS ML/AI infrastructure architecture
Kubernetes strategy for ML/AI
IaC frameworks and Terraform/CDK
ML observability frameworks
Enterprise ML/AI support for foundation models
Nice-to-have
Robotics ML infrastructure
ROS/ROS2 integration
Low-data adaptation for robots
Vision-Language Models for industrial perception
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
Strong ability to lead large multi-team roadmap initiatives