Senior Machine Learning Engineer AI & Cloud Ops
Core
Building enterprise-scale intelligent agents and deploying AI-driven solutions on Google Cloud for a major retail client.
Role type
Senior Machine Learning Engineer (AI Ops & Cloud Infrastructure)
Builds
Intelligent agents, AI-driven e-commerce and supply chain solutions on Vertex AI
Domain
Retail, Cloud Infrastructure, AI Engineering
Deliverable
production ML models
Required skills
Python, Google Cloud Platform (Vertex AI, ADK), Infrastructure as Code (Terraform), CI/CD automation, Enterprise security (IAM, RBAC, workload identity), Observability (OpenTelemetry, Grafana, LangSmith), Policy-as-code, Elasticsearch, Data workflows (Pub/Sub, BigTable)
Preferred skills
Serverless architectures, Kubernetes (GKE)
Technologies
Google Cloud, Vertex AI, Agentspace, Terraform, OpenTelemetry, Grafana, LangSmith, Elasticsearch, Pub/Sub, BigTable, Kubernetes, GKE
Responsibilities
Design and maintain secure AI agent infrastructure on Google Cloud; Develop IAM frameworks and access controls; Drive CI/CD automation and compliance gates; Manage model lifecycle and AI Ops; Review and stage custom Model Context Protocol (MCP) actions
Seniority
Senior, hands-on IC