Quick Overview
Job Description
Job Description:
Responsible for designing, developing, and deploying scalable AI and Generative AI solutions using LLMs, RAG, and AI agents. The role includes integrating AI solutions with enterprise applications, building APIs, evaluating AI outputs, optimizing performance, and ensuring security and responsible AI practices.
Senior-level Expectation: Strong experience in end-to-end AI solution development, architecture/design, production deployment, troubleshooting, performance optimization, code reviews, and technical mentoring.
Technical Skills Required:
Programming: Python, SQL
Generative AI: LLMs, Prompt Engineering, RAG, AI Agents/Agentic AI
AI Technologies: Embeddings, Vector Search, Semantic/Hybrid Search, Function Calling
Frameworks: LangChain, LlamaIndex, Semantic Kernel, Hugging Face
API Development: FastAPI, REST APIs, JSON
Cloud: Azure OpenAI, Azure AI Search, Azure AI Services
Databases: SQL Server/PostgreSQL, Vector Databases
AI Quality: LLM Evaluation, RAG Evaluation, Hallucination Reduction, Guardrails
DevOps: Git, Azure DevOps, CI/CD, Docker, Kubernetes
Security: Responsible AI, Data Privacy, Authentication and AI Security
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