Note: The job is a remote job and is open to candidates in USA. ShrinQ Consulting Group Inc is focused on advanced cloud solutions, and they are seeking a DevOps Engineer to design and manage cloud infrastructure for Generative AI models. The role involves implementing AI orchestration frameworks, optimizing databases, and maintaining secure cloud-native infrastructure.
Responsibilities
- Design and manage cloud infrastructure tailored for hosting, fine-tuning, and serving Generative AI models
- 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
Skills
- Design and manage cloud infrastructure tailored for hosting, fine-tuning, and serving Generative AI models
- 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
Company Overview