机器学习平台产品Leader - Data AML
Core
Product Leader for Data AML, ByteDance's machine learning middle platform providing training and inference systems for recommendation, advertising, CV, voice, and NLP across internal businesses and external clients via Volcano Engine.
Role type
Senior Product Leader, Machine Learning Platform
Builds
AML Engine (training/inference systems), heterogeneous compute orchestration, framework capabilities, and production management for large-scale ML systems.
Domain
Internet / Machine Learning Infrastructure / Cloud Native
Deliverable
production ML models
Required skills
Machine learning platform product strategy, heterogeneous compute productization, orchestration and scheduling, production management and observability, requirement abstraction, cross-functional collaboration, data analysis, complex project management.
Preferred skills
Recommendation/advertising product experience, GPU/AI accelerator management, Kubernetes/distributed training knowledge, MLOps/model lifecycle management, SQL/data analysis, automation/AI Agent product practice.
Technologies
Kubernetes, distributed training, MLOps, AI accelerators, Volcano Engine.
Responsibilities
Define product roadmap and priorities connecting business, algorithm, and infrastructure teams; drive product from planning to launch; build platform capabilities for heterogeneous compute and orchestration; establish production management systems for observability and risk governance; define metrics for platform adoption and efficiency.
Seniority
Senior, hands-on IC
