AI Cloud Engineer - GCP
ripplehire
Job Description
- Design, develop, and operate scalable production services on AWS.
- Build AI/ML and LLM-powered applications using modern application patterns.
- Develop and integrate APIs and services that expose data, tools, and AI capabilities to client applications.
- Implement retrieval-augmented generation (RAG), prompt orchestration, tool use, and search/retrieval solutions.
- Develop and maintain CI/CD pipelines and automated deployment processes.
- Build containerized applications using Docker and implement infrastructure using IaC.
- Integrate AI agents and tool ecosystems using MCP or comparable frameworks.
- Work with knowledge graphs, context graphs, and graph databases where applicable.
- Develop evaluation and retrieval pipelines to measure and improve AI application quality.
- Collaborate with engineering, data, AI/ML, DevOps, and other cross-functional teams.
- Work independently within an existing architecture and codebase and deliver solutions with minimal supervision.