Experience
6 - 10 yrs
Job Location
Hyderabad, India
Vacancy
1
Designation
Senior Engineer
Job Type
ONSITE
Job Description
GenAI Application Development
- Build production LLM applications (GPT-4, Claude, Gemini, Llama, Mistral).
- Design RAG systems: semantic search, chunking, reranking, hybrid retrieval.
- Develop multi-agent systems, function calling, and agentic workflows.
- Implement advanced prompt engineering (zero-shot, few-shot, CoT, ReAct).
LLM Fine-Tuning & Optimization
- Fine-tune LLMs using LoRA, QLoRA, PEFT, instruction tuning, RLHF, DPO.
- Optimize inference: quantization, pruning, distillation, caching.
LLMOps & Orchestration
- Build end-to-end LLM pipelines: versioning evaluation deployment monitoring.
- Orchestrate workflows using LangChain, LangGraph, LlamaIndex, CrewAI, Semantic Kernel.
- Implement MCP (Model Context Protocol) and A2A (Agent-to-Agent) protocols.
- Multi-LLM routing, semantic caching, and cost optimization.
Vector Search & Embeddings
- Build vector databases (Pinecone / FAISS / Chroma DB etc.).
- Design embedding pipelines (OpenAI, Cohere, sentence-transformers).
Safety & Monitoring
- Implement guardrails: content moderation, prompt injection prevention, PII detection.
- Build evaluation frameworks with LLM-as-judge and human feedback loops.
- Monitor via LangSmith, Phoenix, Arize: latency, cost, quality, hallucinations.
Required Skills:
- Strong hands-on experience with an ability to lead a team
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