ML Ops Engineer (San Jose)

The Opportunity

Join Adobe as a skilled and proactive Machine Learning Ops Engineer to drive the operational reliability, scalability, and performance of our AI systems! This role is foundational in ensuring our AI systems operate seamlessly across environments while meeting the needs of both developers and end users. You will lead efforts to automate and optimize the full machine learning lifecyclefrom data pipelines and model deployment to monitoring, governance, and incident response.

What You'll Do

Model Lifecycle Management

• Manage model versioning, deployment strategies, rollback mechanisms, and A / B testing frameworks for LLM agents and RAG systems.
• Coordinate model registries, artifacts, and promotion workflows in collaboration with ML Engineers

Monitoring & Observability

CI / CD for AI

Infrastructure Automation

Data Pipeline Management

Performance Optimization

Incident Response & Reliability

Compliance & Governance

What You Need To Succeed

Preferred Qualifications