





Bengaluru metro and visible AI role raise competition, but senior LLM specialization narrows the candidate pool.
Role requires specialized LLM and agent-system expertise, limiting transferability across unrelated industries.
Explicit 7+ years, mandatory LLM production experience, leadership and deep technical expertise create strict filtering.
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Lead and grow the AI engineering team, including hiring, mentoring, and establishing high technical standards.
Define and own the technical roadmap and architecture of Metaforms' AI systems, including LLM integration, prompt engineering, and synthetic data generation.
Stay hands-on by designing, building, and deploying production-grade AI systems, ensuring reliability and scalability at real scale (1,000+ projects processed monthly).
7+ years of software engineering experience with at least 2 years focused on LLM systems or applied machine learning in production.
Prior experience leading or mentoring engineering teams, formally or informally.
Strong hands-on expertise with LLMs, agent systems, evaluation frameworks, and AI system optimization.
Proficient in Python; experience with Go or TypeScript is a plus.
Experienced in balancing hands-on engineering and team leadership in AI or ML functions, ideally in SaaS or data-heavy environments.
Demonstrates strong architectural skills for designing reliable, maintainable, and scalable AI systems.
Communicates technical concepts clearly to both technical and non-technical stakeholders, enabling effective cross-functional collaboration.