机器学习生产管理平台产品经理 - Data AML
Core
Design and manage the product roadmap for a machine learning production platform serving internal business units (recommendation, ads, CV, NLP) and external enterprise clients via Volcano Engine.
Role type
Senior Product Manager, MLOps/ML Platform
Builds
End-to-end ML production systems including training orchestration, model versioning, evaluation, deployment, inference services, and monitoring.
Domain
Internet / Machine Learning / MLOps / Cloud Infrastructure
Deliverable
production ML models
Required skills
MLOps, DevOps, Data Platforms, Cloud Native, AI Application Platforms, ML lifecycle management, complex platform abstraction, multi-stakeholder path design, structured expression, metric analysis, cross-team coordination
Preferred skills
Experience with recommendation systems, advertising algorithms, or external enterprise ML solutions
Technologies
MLOps frameworks, Kubernetes, distributed training systems, model serving infrastructure
Responsibilities
Define product direction and milestones for the ML production lifecycle; abstract efficiency, quality, and cost issues into general platform capabilities; design platform objects, state transitions, and rule systems; track key product metrics and drive delivery across R&D and algorithm teams.
Seniority
Senior, hands-on IC
