MLOps Architect - Generative AI

Job Summary

A company is looking for a Machine Learning Operations (MLOps) Architect with a focus on Generative AI.

Key Responsibilities

• Design and implement scalable ML and LLM infrastructure on AWS, including end-to-end lifecycle workflows
• Architect and operationalize LLM pipelines and integrate them into the enterprise MLOps stack
• Implement monitoring frameworks and define standards for model deployment and cost optimization

Required Qualifications

• 6+ years of experience in ML engineering, data engineering, or MLOps roles
• Proven experience architecting ML platforms in AWS and operationalizing LLM systems
• Strong hands-on experience with SageMaker and Databricks in production
• Experience with containerization (Docker) and orchestration (Kubernetes/EKS)
• Deep knowledge of infrastructure-as-code and cloud cost optimization strategies