Posted: 3 months ago
Posted: 3 months ago
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Job Description
- 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.
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