Required Qualifications / Skills 6+ years of experience in DevOps, SRE, or platform engineering, with at least 2+ years supporting AI/ML workloads in production; Expert-level experience with infrastructure-as-code: Terraform (primary), with exposure to Pulumi, CloudFormation, or