Senior Backend Engineer - AML Engine Orchestration
Singapore, Singapore
SGD 140K-185K (estimate) Senior-level Full Time Found 15d ago
Tasks
- Build distributed inference architecture for online learning
- Design elastic distributed training runtime
- Develop APIs and runtimes for recommendation models
- Develop distributed orchestration frameworks
- Enhance system diagnosability and usability
- Expand auto-scaling and parallelization capabilities
- Implement preemption and re-scheduling mechanisms
- Manage resource multiplexing across clusters and regions
- Optimize cluster utilization and load balancing
Perks/Benefits
- N/A
Skills/Tech-stack
Autoscaling | Distributed APIs | Distributed Systems | GPU Training | Kubernetes | Load Balancing | MLOps | Machine Learning | Recommendation Systems | Reinforcement Learning | Resource Management | System Optimization
Education
Bachelor's | Master's | PhD
Roles
Language: en |
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