Machine Learning Engineer Intern (AML-Engine-Orchestration) - 2027 Start
Summary
Develops Kubernetes-based orchestration tools for Bytedance’s AI/ML platforms, focusing on multi-tenant resource management, GPU efficiency, and scalable model deployment.
- Build Kubernetes operators and job lifecycle management
- Design orchestration capabilities for machine learning platforms
- Develop multi tenant resource and quota systems
- Enable autoscaling and multi cluster operation
- Implement GPU utilization optimization and cost efficiency
- Implement serving traffic management and request routing
- Manage QoS SLA for distributed serving clusters
- Orchestrate online model serving deployment upgrades and rollback
Perks/Benefits:
- Health insurance
- Housing allowance
- Life insurance
- Paid Holidays
- Paid sick time
- Wellbeing benefits