Job Description
We are seeking an experienced AI Developer with solid hands-on expertise in Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and Natural Language Processing (NLP). The ideal candidate must have worked in an AI-first product or company, contributing to real-world, production-grade AI systems.
Key Responsibilities
• Design, build, and deploy LLM-based applications for real-world use cases
• Implement and optimize RAG pipelines using vector databases and document stores
• Fine-tune, evaluate, and prompt-engineer LLMs for accuracy and performance
• Build NLP pipelines for text classification, summarization, extraction, and search
• Integrate AI models with backend systems and APIs
• Work with unstructured data (PDFs, docs, emails, chat logs, etc.)
• Monitor model performance, hallucination risks, and response quality
• Collaborate closely with product, engineering, and data teams
• Stay updated with the latest AI/LLM research and tooling
Required Skills & Qualifications
• 2- 7 years of experience in AI / ML development
• Strong hands-on experience with LLMs (OpenAI, Anthropic, LLaMA, Mistral, etc.)
• Proven experience building RAG systems
• Solid knowledge of NLP concepts and techniques
• Experience with vector databases (Pinecone, Weaviate, FAISS, Chroma, Milvus)
• Proficiency in Python
• Experience with frameworks such as LangChain, LlamaIndex, Hugging Face
• Strong understanding of embeddings, chunking, ranking, and retrieval strategies
• Experience deploying models in production environments
• Mandatory : Prior experience working in an AI-first company or product
Good To Have
• Experience with model fine-tuning (LoRA, PEFT)
• Knowledge of MLOps / LLMOps
• Experience with AWS / GCP / Azure
• Familiarity with evaluation frameworks for LLMs
• Experience building AI agents or autonomous workflows
Soft Skills
• Strong problem-solving and analytical thinking
• Ability to work in fast-paced, ambiguous environments
• Clear commun
📌 AI Developer (Mumbai)
🏢 volody
📍 Mumbai