13 Aug
|
Societe Generale Global Solution Centre
|
Bengaluru
13 Aug
Societe Generale Global Solution Centre
Bengaluru
Reference 26000CL7
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
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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
- Robust 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
📌 Consultant Software Engineer (Bengaluru)
🏢 Societe Generale Global Solution Centre
📍 Bengaluru