Senior AI/ML Engineer
Core
Lead the design, development, and deployment of ML/AI solutions, agents, and data automations across an AWS-based analytics platform.
Role type
Senior IC machine-learning engineer (AI agents & MLOps)
Builds
Production-grade ML models, AI agents, automated workflows, and serverless data pipelines for analytics.
Domain
Industrial technology / Healthcare sterilization / Predictive maintenance
Deliverable
production ML models | product features | infrastructure
Required skills
Python, PyTorch, TensorFlow, scikit-learn, AWS (Glue, Step Functions, Lambda, EventBridge), Amazon Quick, MCP (Model Context Protocol), REST API design, Docker, Git, CI/CD
Preferred skills
Experience with SAP and Salesforce integration, S3 storage optimization, Athena querying
Technologies
AWS, PyTorch, TensorFlow, scikit-learn, Amazon Quick, MCP, Docker, Bitbucket, S3, Athena, Glue, Step Functions, Lambda, EventBridge
Responsibilities
Architect and optimize ML models from experimentation to production; Design and build AI agents and automated workflows; Maintain serverless data pipelines; Lead design of analytics service engine; Establish MLOps practices and infrastructure standards; Mentor junior engineers and set technical standards.
Seniority
Senior, hands-on IC with technical leadership
