Note: The job is a remote job and is open to candidates in USA. ShrinQ Consulting Group Inc is seeking a DevOps Engineer to build and manage infrastructure supporting AI orchestration and Retrieval-Augmented Generation pipelines. The role focuses on cloud-native architecture, container orchestration, infrastructure as code, cost optimization for compute resources, and secure CI/CD automation for software and model deployment.
Responsibilities
- Implement and manage infrastructure for AI orchestration frameworks (e.g., Lang Chain, Llama Index, Semantic Kernel)
- Optimize vector databases (e.g., Pinecone, Milvus, Qdrant, or pgvector in Postgre SQL) for highly efficient Retrieval-Augmented Generation (RAG) pipelines
- Implement cost-optimization strategies for heavy compute resources (GPUs/TPUs)
- Architect, scale, and maintain secure, cloud-native infrastructure utilizing AWS, Azure, or GCP
- Orchestrate and manage containerized workloads using Docker and Kubernetes
- Implement robust Infrastructure as Code (Ia C) using Terraform, Open Tofu, or Cloud Formation
- Build, maintain, and optimize secure CI/CD pipelines (Git Hub Actions, Git Lab CI, or Jenkins) for automated software and model deployment
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