Reference 26000GRY

Responsibilities

Consultant Software Engineer / AI Application Developer

Type: Full time | Level: Mid to Senior (7–10 Years of Experience)

Key Responsibilities

AI Application Design & Development
Design and develop AI-powered applications using LLMs (OpenAI, Anthropic, Azure OpenAI, etc.)
Build and maintain RAG (Retrieval-Augmented Generation) pipelines including vector stores, chunking strategies, and embedding models
Agentic Solutions & Orchestration
Develop agentic solutions using frameworks such as LangChain, LangGraph, AutoGen, CrewAI, or Semantic Kernel
Implement and integrate MCP (Model Context Protocol) servers and clients for tool-enabled LLM workflows
Build and expose tools, APIs, and data connectors for use within agent runtimes
Work with orchestration patterns: multi-agent systems, planning loops, memory management, and tool-use
Quality, Evaluation & Prompt Engineering
Evaluate LLM output quality, implement guardrails, and optimize prompt engineering
Full Stack Development




Design and develop full stack applications spanning backend (Python / .NET) and frontend (React) layers
Cloud & Production Deployment
Architect and deploy solutions on cloud platforms (AWS and/or Azure)
Collaborate with data engineers and backend teams to integrate AI capabilities into production systems

Required Skills

Core Experience

7–10 years of overall software development experience
1–3 years of hands-on experience working in the AI/ML domain
Strong full stack development experience: Python and/or .NET on the backend, React on the frontend

Technical Expertise

Cloud platform experience: AWS (Bedrock, Lambda, S3, etc.) and/or Azure (Azure OpenAI, Azure ML, AKS, etc.)
Hands-on experience building RAG pipelines (LlamaIndex, LangChain, or custom)
Experience with vector databases (Chroma, Qdrant, Weaviate, pgvector, etc.)
Familiarity with MCP and tool/function calling patterns in LLM applications
Experience designing agentic workflows (ReAct, plan-and-execu

📌 Lead Software Engineer- AI Red Team (Bengaluru)
🏢 Societe Generale Global Solution Centre
📍 Bengaluru