Principal Machine Learning Engineer
Singapore, Singapore
SGD 165K-245K (estimate) Senior-level Full Time
Tasks
- Define strategic roadmap and mentor engineers
- Design AI platform integrations for coherent platform experience
- Drive large scale training throughput reliability cost
- Enable scalable ML use case onboarding with reference architectures
- Improve end to end iteration time and model quality
- Solution architecture for AI platform users
- Translate user pain points into platform requirements
Perks/Benefits
- Birthday leave
- Customizable benefits package
- Employee assistance programme
- FlexWork
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
Containerization | Distributed Training | Fine Tuning | GPUs | High Performance | High-Performance Computing | Horovod | Inference Server | Kubeflow | Kubernetes | LLM Serving Optimization | LLM orchestration | LLM serving | MLOps | MLflow | Machine Learning | Model Serving | Multi-tenancy | Performance Computing | PyTorch | Ray | Security | Serving Optimization | System design | TPUs | TensorRT | Torchserve | Triton Inference | Triton Inference Server | VLLM
Education
N/A
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