





Tier-1 brand and Bangalore location increase applicant density, but senior and specialized ML role moderates competition.
Role requires specialized ML/AI, RAG and agentic system experience, limiting cross-industry transferability.
Explicit 8+ years and mandatory ML stack, agentic systems, and deployment experience enforce strict filtering.
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Design, build, and scale production-grade AI systems for the AI Native - Product Operations Platform, focusing on the agentic layer.
Develop and maintain applications using FastAPI, NextJS, and Postgres integrating RAG architectures, embeddings, and vector retrieval.
Implement development standards and collaborate with product teams to deliver scalable, cost-optimized AI technical solutions in a high-velocity release environment.
8+ years of industry experience with AI tools and integration into workflows.
Bachelor's degree in Computer Science or related field, or equivalent practical experience.
Strong hands-on experience with FastAPI, NextJS, Postgres, agentic AI systems, RAG architectures, embeddings, and vector retrieval in production.
Experience operating in high-velocity delivery environments with frequent feature releases.
Experienced pragmatic builder who delivers end-to-end production-grade AI software under rapid iteration and ambiguity.
Proven track record of designing scalable AI systems optimized for low cost, high throughput, and extensibility.
Effective collaborator able to translate complex business needs into cohesive technical AI solutions with accountability and ownership.