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Tier-1 brand, mid-level experience, and Bangalore location create high candidate competition.
Specialized LLM/RAG production and deployment experience reduces cross-industry transferability significantly.
Explicit 5-year minimum plus mandatory LLM/RAG production experience and tech stack enforce strict shortlisting.
Lead end-to-end AI product development including requirements analysis, design, implementation, and delivery.
Architect, maintain, and optimize AI systems with responsibility for troubleshooting and improving performance.
Provide technical leadership including guidance to junior engineers, code reviews, and establishing engineering standards.
Bachelor's or Master's degree in Computer Science, Software Engineering, AI, Machine Learning, or related fields.
At least 5 years of overall software development experience with minimum 2 years in AI/ML or LLM projects.
Strong Python programming skills and experience shipping production-grade AI/ML systems.
Experience with RAG or modern LLM application patterns; proficiency in AI/ML frameworks such as LangGraph, LangChain, or Django.
Experienced in building and deploying AI projects or ML models at scale in production environments.
Capable of balancing rapid prototyping with production-quality engineering and maintaining clean, maintainable code.
Skilled in database technologies like MySQL or Elasticsearch, and can incorporate new AI technologies and tools proactively.