GEN AI Developer

Mandatory Skills:

LLM APIs (OpenAI, Anthropic, Cohere), LangChain, embeddings, prompt engineering.

Prompt engineering (zero/few-shot, chain-of-thought, ReAct).

RAG pipelines (retrieval-augmented generation).

Knowledge graphs & ontologies for grounding.

Evaluation frameworks for prompts (HELM, RAGAS).

Tools & Frameworks:LangChain, LangGraph, HuggingFace, Pinecone/Weaviate/FAISS, OpenAI APIs, Anthropic Claude, LlamaIndex

Soft skills:Creativity, experimentation, clear writing

Good to have

Agentic AI: designing task-driven autonomous agents, multi-agent orchestration

Fine-tuning (LoRA, PEFT), LangGraph/AutoGen, knowledge graphs.