Société Générale · 채용 중 551건
Consultant Software Engineer
Consultant Software Engineer
컨설턴트정규직미드 · 7~10년
LLM 및 RAG 파이프라인을 활용한 AI 애플리케이션을 설계하고 개발해요. Python 또는 .NET 백엔드와 React 프론트엔드를 아우르는 풀스택 개발 업무를 수행해요. 전체 소프트웨어 개발 경력 7~10년과 AI/ML 도메인 실무 경력 1~3년이 필수예요. AWS 또는 Azure 클라우드 환경에서의 배포 경험이 필요해요. 하이브리드 근무 방식으로 운영되며, 구체적인 팀 규모나 보고 체계는 명시되지 않았어요.
IT (Information Technology)
Permanent contract
Bangalore, India
Hybrid
Reference 26000CL7
Start date Immediately
Publication date 2026/06/18
Consultant Software Engineer / AI Application Developer Type: Full-Time | Level: Mid to Senior (7–10 Years of Experience)
Key Responsibilities
1. 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 2. 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 3. Quality, Evaluation & Prompt Engineering • Evaluate LLM output quality, implement guardrails, and optimize prompt engineering 4. Full Stack Development • Design and develop full stack applications spanning backend (Python / .NET) and frontend (React) layers 5. 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-execute, multi-agent) • REST API development (FastAPI / Flask / ASP.NET) • Understanding of prompt engineering, context window management, and LLM evaluation ________________________________________ Nice to Have • Familiarity with observability tools for LLM apps (LangSmith, Arize, Helicone) • Knowledge of fine-tuning or RLHF workflows • Exposure to MCP server development (SSE / stdio transport) • Containerization with Docker / Kubernetes • Experience working in the cyber domain or having cyber knowledge will be an added advantage
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-execute, multi-agent) • REST API development (FastAPI / Flask / ASP.NET) • Understanding of prompt engineering, context window management, and LLM evaluation ________________________________________ Nice to Have • Familiarity with observability tools for LLM apps (LangSmith, Arize, Helicone) • Knowledge of fine-tuning or RLHF workflows • Exposure to MCP server development (SSE / stdio transport) • Containerization with Docker / Kubernetes • Experience working in the cyber domain or having cyber knowledge will be an added advantage
We are committed to creating a diverse environment and are proud to be an equal opportunity employer. All qualified applicants receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.
At Société Générale, we are convinced that people are drivers of change, and that the world of tomorrow will be shaped by all their initiatives, from the smallest to the most ambitious. Whether you’re joining us for a period of months, years or your entire career, together we can have a positive impact on the future. Creating, daring, innovating, and taking action are part of our DNA. If you too want to be directly involved, grow in a stimulating and caring environment, feel useful on a daily basis and develop or strengthen your expertise, you will feel right at home with us!
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We are committed to support accelerating our Group’s ESG strategy by implementing ESG principles in all our activities and policies. They are translated in our business activity (ESG assessment, reporting, project management or IT activities), our work environment and in our responsible practices for environment protection.
We are an equal opportunities employer and we are proud to make diversity a strength for our company. Societe Generale is committed to recognizing and promoting all talents, regardless of their beliefs, age, disability, parental status, ethnic origin, nationality, gender identity, sexual orientation, membership of a political, religious, trade union or minority organisation, or any other characteristic that could be subject to discrimination.
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Consultant Software Engineer
Permanent contract
Bangalore, India
Hybrid
Responsibilities Profile required Why join us Business insight Diversity and Inclusion
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