机器学习平台SRE工程师-AML
Core
Ensuring stable operation of ByteDance's AML machine learning middle platform, supporting model development, training, and deployment for recommendation, advertising, CV, voice, and NLP systems.
Role type
Senior SRE for Machine Learning Platform
Builds
Training and inference systems for internal business units (Douyin, Toutiao, etc.) and external enterprise clients via Volcano Engine.
Domain
Internet / Machine Learning Infrastructure
Deliverable
infrastructure
Required skills
Linux administration, Go, Python, Shell, Kubernetes, distributed system resource management, task scheduling, automation tool development, multi-region cluster governance.
Preferred skills
Large-scale distributed system operations, GPU server operations.
Responsibilities
Maintain stability of ML systems supporting model training and deployment; Manage and plan GPU/NPU/CPU and storage resources including cost optimization; Handle multi-region disaster recovery, service deployment, and cluster governance; Develop automation tools to improve resource utilization and operational efficiency.
Seniority
Senior, hands-on IC