Software Engineer Graduate (AML-Engine-Orchestration) - 2027 Start (PhD)
Seattle, Washington, United States
USD 153K-300K Entry-level Full Time
Tasks
- Build serving orchestration and traffic management
- Deploy models and support upgrades rollback and autoscaling
- Design and build machine learning orchestration capabilities
- Develop Kubernetes operators for ML workloads
- Implement multi cluster operation and disaster recovery
- Implement multi tenant resource and quota systems
- Implement topology aware scheduling and request routing
- Improve GPU utilization and cost efficiency
- Manage QoS and SLA
- Manage model and image distribution
- Orchestrate online model serving lifecycle
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Container Runtime | Disaster Recovery | Docker | Elasticity | FinOps | GPU Utilization | KV cache | Kubernetes | Kubernetes Operators | Machine Learning | Model Serving | Multi-tenant | Python | QoS | Request Routing | Resource Management | SLA | Scheduling | Traffic Management
Education
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