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Tier-1 brand, generalist full-stack title, Bangalore location, and broad AI-plus-web skillset drive high competition.
Role requires specialized LLM, vector DB, and production-AI experience, making industry transfers moderately sensitive.
Explicit 7+ years and mandatory production AI plus full-stack tech requirements enforce high shortlisting strictness.
Design and build scalable AI-powered web applications with responsive frontends (React, Next.js) and robust backends (Python, FastAPI, Node.js).
Integrate large and small language models, vector databases, and multi-agent autonomous workflows into production via APIs or custom orchestration.
Lead solution design discussions with business users, establish evaluation metrics (accuracy, cost, latency), and optimize AI model performance in production.
7+ years of professional software development experience with at least 5+ production deployed AI use cases.
Proficiency in frontend technologies: JavaScript/TypeScript, React or Next.js.
Strong backend skills in Python with experience using FastAPI or Flask for API design.
Hands-on experience with LLMs (OpenAI, Anthropic, or open-source), prompt engineering, vector databases (Pinecone, pgvector, Milvus), and RAG pipelines.
Experienced in full-stack AI application development bridging software engineering and AI/ML integration.
Comfortable leading technical discussions with business stakeholders and translating needs into measurable solution designs.
Familiarity with multi-agent frameworks (LangChain, Langgraph, LlamaIndex) and deployment operations including cloud platforms and containerization.