Must Have Technical/Functional Skills
• 13+ years of experience with IT
•Build and productionize cloud native backend services and AI/LLM inference pipelines.
•
•Design and develop Python-based APIs and microservices (FastAPI, async patterns) and agentic AI workflows using LangChain/LangGraph.
•
•Implement and optimize LLM capabilities including embeddings, RAG, vector search, prompt/context engineering, and model versioning.
•
•Package, serve, and monitor models for real-time and batch inference, ensuring operational readiness and performance.
•
•Build event driven, resilient integrations and containerized services, with hands-on Kubernetes debugging and Helm-based deployments.
•
•Establish observability, SLOs, CI/CD automation, testing
•
•Apply strong systems design principles (concurrency, caching, reliability, rate limiting) and robust data engineering practices.
•
•Cloud exposure preferred (Azure/AKS, managed services), with bonus experience in performance tuning, frontend collaboration, and model governance/monitoring.
Roles & Responsibilities
• Build and productionize cloud native backend services and AI/LLM inference pipelines.
•
•Design and develop Python-based APIs and microservices (FastAPI, async patterns) and agentic AI workflows using LangChain/LangGraph.
•
•Implement and optimize LLM capabilities including embeddings, RAG, vector search, prompt/context engineering, and model versioning.
•
•Package, serve, and monitor models for real-time and batch inference, ensuring operational readiness and performance.
•
•Build event driven, resilient integrations and containerized services, with hands-on Kubernetes debugging and Helm-based deployments.
•
•Establish observability, SLOs, CI/CD automation, testing
•
•Apply strong systems design principles (concurrency, caching, reliability, rate limiting) and robust data engineering practices.
•
•Cloud exposure preferred (Azure/AKS, managed services), with bonus experience in performance tuning, frontend collaboration, and model governance/monitoring.
Salary Range: $110,000 to $130,000 per year
More Information
Application Details
- Organization DetailsTCS / Tata Consultancy Services
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