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Tredence
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Python Developer RAG AI

Python Developer RAG AI

Tredence

3 - 8 years

17 - 32 Lacs

hyderabad pune bengaluru

Posted:1 week ago| Platform:

Apply

Skills Required

langchain python vector db lang graph graph rag rag llm langsmith and mcp

Work Mode

Hybrid

Job Type

Full Time

Job Description

Job Title: Python Developer AI & RAG Systems

1. Backend Development

Build and deploy Python-based APIs and microservices using
FastAPI
and
Flask
.
Integrate
LLMs
(OpenAI, Anthropic) with
RAG pipelines
for intelligent Q&A and chatbot systems.
Develop serverless functions (e.g.,
Azure Functions
) for scalable AI workflows
1
.

2. AI & RAG Integration

Implement
Retrieval-Augmented Generation (RAG)
using
LangChain
,
LangGraph
, and
LangSmith
.
Connect to
Vector Databases
like
Pinecone
,
FAISS
, or
Chroma
for semantic search.
Fine-tune and manage LLMs for domain-specific tasks.

3. DevOps & Deployment

Set up CI/CD pipelines using Jenkins or GitHub Actions.
Containerize applications using
Docker
and orchestrate with
Kubernetes
.
Monitor and optimize performance using observability tools.

4. Collaboration & Communication

Work closely with cross-functional teams including AI researchers, product managers, and DevOps.
Document development processes and explain technical concepts clearly to stakeholders
1
.

Languages
: Python 3.9+
Frameworks
: FastAPI, Flask, LangChain, LangGraph
Databases
: Pinecone, FAISS, Neo4j, Chroma
Cloud
: Azure, AWS (Bedrock, Lambda)
Tools
: LangSmith, OpenAI SDK, Docker, Kubernetes, Jenkins

Bachelors in Computer Science or related field.
4+ years of Python development experience.
Hands-on experience with LLMs, RAG, and vector databases.
Bonus: Experience with MCP (Microsoft Copilot Platform) or Semantic Kernel.
Role & responsibilities

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