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Must-Have Skills
- Strong hands-on Python development
- Generative AI / LLM application development
- Agentic AI / AI Agents
- RAG (Retrieval-Augmented Generation)
- LangGraph / LangChain or similar AI orchestration frameworks
- LLM integration – OpenAI / Azure OpenAI / Claude / Gemini
- REST API & Microservices development
- Vector databases / semantic search
- Prompt engineering and LLM orchestration
- API, database, and enterprise-system integrations
- Cloud deployment experience – Azure and/or AWS
- Production-grade AI application development
Good to Have
- Multi-agent architectures and agent collaboration patterns
- Docker and Kubernetes
- CI/CD pipelines
- AI application monitoring and observability
- LLM security, guardrails, and responsible AI practices
- Experience with open-source LLMs and model deployment