At least 7 years of experience in machine learning engineering, software engineering, data science, or similar roles. A required bachelor’s degree; advanced degree (M.S. or PhD) preferred and may substitute for experience. Experience designing and deploying cloud infrastructure (preferably AWS) for machine learning. Deep understanding of the machine learning lifecycle and its infrastructure needs. Technical expertise in software engineering principles, machine learning techniques, infrastructure as code (Terraform), REST API design, and programming in Python. Experience with AWS microservices, containerization technologies, and multimodal data processing.