Senior Backend Engineer - AML Engine Orchestration
Tasks
- Build distributed training runtime for recommendation models
- Design distributed computing APIs and runtimes
- Develop distributed orchestration frameworks
- Develop online model inference architecture
- Enhance diagnosability and usability of training systems
- Implement preemption and rescheduling mechanisms
- Integrate autoscaling and automatic parallelization
- Manage scheduling across multi datacenter multi region multi cloud
- Optimize MLOps workflows for online recommendation systems
- Optimize cluster utilization and load balancing
Perks/Benefits
- N/A
Skills/Tech-stack
Auto Scaling | Distributed Systems | Embeddings | Fine Tuning | GPU Training | Knowledge Distillation | Kubernetes | Load Balancing | MLOps | Machine Learning | Model Inference | Multi-cloud | Multi-datacenter | Multi-region | Reinforcement Learning | Scheduling
Education
N/A
Roles
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