Backend Engineer - AML Engine Orchestration
Singapore, Singapore
SGD 140K-185K (estimate) Senior-level Full Time
Tasks
- Build training system architecture
- Construct online orchestration architecture
- Design distributed computing APIs
- Develop distributed orchestration frameworks
- Enhance diagnosability of training systems
- Implement preemption and re-scheduling
- Integrate AutoScaling
- Manage multi-cloud environments
- Optimize MLOps workflows
- Optimize cluster utilization
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Distributed Systems | Distributed inference | Fine Tuning | GPU Training | Godel | Kubernetes | Load Modeling | MLOps | Model Fine-tuning | Reinforcement Learning | Resource Optimization | Resource scheduling
Education
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