Senior Software Engineer - Aws Cloud Architect + Ai (mlops)
Analog Devices Foundation
Limerick, Ireland
Aws cloud architecture
Mlops
Kubernetes cluster management
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 Senior 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 and implementing scalable AWS ML/AI infrastructure, establishing governance frameworks, and leading Kubernetes cluster management for ML workflows.
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
AWS Cloud Architecture
MLOps
Kubernetes cluster management
IaC (AWS CDK, Terraform)
GitOps automation
ML observability tools
Data Science Life Cycle (DSLC)
Nice-to-have
Robotics, ROS, and Industrial ML
Vision-Language Models (VLMs)
Robotic simulation tools
Growth mindsets
Customer-centric mindset
Key Requirements
Deep understanding of Data Science Life Cycle
Experience with feature stores, model registries, model governance
Experience with ML observability tools
Experience with Ray for scalable pipelines
Advanced proficiency in IaC/GitOps
Hands-on Kubernetes and workflow orchestration experience
Solid understanding of foundation models (LLMs)
Strong AWS DevOps experience
Proven ability to optimize cloud/ML infrastructure