Technical Product Manager, Machine Learning Platforms
Core
Own and evolve ML and LLM Ops platforms to reduce friction in building, evaluating, deploying, and scaling machine learning models and LLM-powered applications.
Role type
Technical Product Manager, ML/LLM Platforms
Builds
Internal ML and LLM Ops platforms for engineering teams
Domain
Artificial Intelligence / Machine Learning Operations
Deliverable
production ML models
Required skills
ML Ops, LLM Ops, model lifecycle management, system design, API design, scalability planning, cost optimization, platform strategy
Preferred skills
AI coding assistants integration, autonomous agents, RAG patterns, fine-tuning, prompt management
Technologies
ML Ops tools, LLM frameworks, monitoring systems, versioning pipelines
Responsibilities
Own product vision and roadmap for ML/LLM Ops platforms; Shape productionization of ML models and LLM applications; Gather requirements from technical teams and translate into product plans; Identify platform gaps and scalability constraints; Balance experimentation flexibility with governance and cost; Partner with engineering on architecture and technical debt; Drive platform evolution for AI-native development; Define and track deployment and performance metrics; Drive adoption through documentation and enablement.
