Machine Learning Ops Engineer Graduate (Ads Infra) - 2027 Start
Core
Build and maintain the reliability, scalability, and operational efficiency of global advertising machine learning infrastructure, covering data pipelines, model training, deployment, and inference.
Role type
Graduate Machine Learning Ops Engineer (Ads Infra)
Builds
Large-scale production inference services, offline ML training pipelines, and MLOps automation platforms for ByteDance's global ad systems.
Domain
Advertising technology, Machine Learning Operations, Cloud Infrastructure
Deliverable
production ML models
Required skills
Linux systems administration, Networking, Storage management, Python, Go, C, C++, or Java, Troubleshooting production issues, SLO definition and management, Infrastructure capacity planning, GPU and CPU resource optimization, ML framework deployment, Observability tooling
Preferred skills
SRE experience in machine learning systems, SRE experience in ads/recommendation/search systems
Responsibilities
Define and drive Service Level Objectives (SLOs) for online ML inference systems; Ensure reliability of offline ML training pipelines; Drive infrastructure capacity planning and resource management; Lead enablement of new ML frameworks and GPU platforms; Design and maintain MLOps platforms and automation tools.
