Job Title: AI Engineer RAG & Agentic Systems

Company: Willware Technologies

Location: Bangalore / Chennai / Thiruvananthapuram

Work Mode: Onsite

Key Responsibilities

Design, build, and deploy RAG-based AI systems using embeddings, vector databases, and LLMs.
Develop agentic AI workflows that can reason, plan, and perform multi-step tasks automatically.
Integrate LLM APIs and foundation models into scalable production-grade applications.
Build modular AI components including prompt pipelines, memory systems, and tool orchestration layers.
Work with business and technical teams to understand workflows and automate them using AI.
Evaluate, fine-tune, and monitor AI models to improve accuracy, response quality, and performance.
Deploy and optimize AI services on cloud platforms (AWS, Azure, or GCP).
Ensure data privacy, security, and responsible AI practices are followed.
Stay current with the latest developments in LLMs, embeddings, agent architectures, and multimodal AI.

Required Skills & Experience

Strong experience building RAG pipelines using LangChain, LlamaIndex, or similar frameworks.
Hands-on experience with vector databases such as Pinecone, Milvus, Weaviate, ChromaDB, etc.
Solid understanding of LLMs, embeddings, tokenization, and prompt engineering.
Experience building agentic AI systems including tool calling, reasoning, and multi-step task execution.
Strong Python skills with experience using FastAPI, Pydantic, Transformers, or similar libraries.
Experience deploying AI solutions on AWS, Azure, or GCP.
Ability to design scalable, modular, and maintainable AI architectures.
Strong analytical and problem-solving skills with a passion for emerging AI technologies.

Senior AI Engineer