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ML Engineer I
UST
Hyderabad, IND
Full-time
Entry
Onsite
Discovered 1 weeks ago
PythonRetrieval-augmented generationGenerative AIFastAPIFlaskREST APIs
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PythonRetrieval-augmented generationGenerative AI
Role Overview
UST is seeking an AI Engineer to design, build, and operate scalable generative AI backend systems.
The role focuses on Python backend development, agentic AI workflows, vector search, and production-grade LLM pipelines.
Key Skills for This Role
PythonRetrieval-augmented generationGenerative AIFastAPIFlaskREST APIs
Full Job Posting
Role Description
UST is seeking an AI Engineer to design, build, and operate scalable generative AI backend systems.
The role focuses on Python backend development, agentic AI workflows, vector search, and production-grade LLM pipelines.
Key Responsibilities
- Design, develop, and maintain Python backend services using FastAPI and/or Flask with clean architecture and best practices.
- Build REST APIs for GenAI capabilities including agents, retrieval, orchestration, evaluation, and observability.
- Implement agentic AI workflows with LangChain and LangGraph, including tool calling, planning, multi-step execution, and state graphs.
- Develop end-to-end RAG systems covering data ingestion, chunking, embeddings, retrieval, reranking, and response grounding.
- Integrate and optimize FAISS, Pinecone, and Weaviate for semantic search and retrieval.
- Work with MySQL, PostgreSQL, and Snowflake structured data sources and warehouses.
- Collaborate with product, data, and infrastructure teams to build reliable, scalable AI systems.
- Write unit and integration tests, enforce GitHub CI/CD quality checks, and ensure production readiness.
Skills
- MLOps, LangGraph, retrieval-augmented generation, Python, FastAPI, REST APIs, and LangChain are identified in the source skills list.
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