Machine Learning Engineer Graduate (AML-Engine-Orchestration) - 2027 Start
Seattle, Washington, United States
USD 121K-243K Entry-level Full Time
Tasks
- Build Kubernetes operators and lifecycle management
- Design machine learning orchestration capabilities
- Implement multi tenant resource and quota systems
- Implement serving orchestration and traffic management
- Manage deployment upgrades rollback and disaster recovery
- Manage topology aware scheduling and request routing
- Optimize GPU utilization and cost efficiency
- Orchestrate online model serving lifecycle
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Cluster scheduling | Container Runtime | Cross cluster | Cross-cluster scheduling | Disaster Recovery | Elasticity | Fair Sharing | FinOps | KV cache | Kubernetes | Model Deployment | Multi-tenant | Operators | Preemption | Quality of Service | Request Routing | Resource Quota | Resource pooling | Service Level | Service Level Agreement | Topology Aware Scheduling | Traffic Management
Education
N/A
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