Generative AI Engineer

3 weeks ago


Shivamogga, India SILQFi Full time

The Role We're looking for a Generative AI Engineer who builds production-ready AI systems. You understand LLM orchestration, agentic workflows, and how to architect solutions that scale. What You'll Do ●    Design LLM orchestration and agentic AI systems with multi-step reasoning ●    Build RAG pipelines with vector databases and semantic search ●    Develop AI agents using frameworks like LangGraph, CrewAI, AutoGPT, or custom implementations ●    Apply prompt/context engineering and fine-tuning strategies ●    Optimize for cost, latency, and reliability in production Technical Requirements ●    Strong Python and software engineering fundamentals ●    Experience with LLM APIs (Gemini, OpenAI, Anthropic, open-source models) ●    Agentic framework experience (LangGraph, LangChain, CrewAI, Semantic Kernel, etc.) ●    Hands-on with RAG architectures and vector databases (Pinecone, Weaviate, ChromaDB). Retrieval optimization and embeddings ●    Knowledge of prompt/context engineering, few-shot learning, context window management and chain-of-thought techniques ●    Fine-tuning (LoRA, full fine-tuning), Multi-agent coordination and orchestration patterns ●    Model evaluation and observability (LangSmith, Weights & Biases) What We're Looking For ●    You've shipped LLM-powered features to production ●    You understand the tradeoffs between different approaches (RAG vs fine-tuning vs prompt engineering vs context engineering) ●    You can debug black-box model behaviors ●    You stay current with the rapidly evolving various AI platformsGolang, typescript, Python, R, ML


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