Lead Machine Learning Platform Engineer
Singapore, Singapore
SGD 150K-185K (estimate) Senior-level Full Time Found 1d ago
Tasks
- Build MLOps workflows for model training and validation
- Create tools and APIs for training and monitoring models
- Design data pipelines for robotics datasets
- Design monitoring and alerting systems for production
- Develop deployment infrastructure for models
- Guide team on MLOps architecture and standards
- Improve inference pipelines for latency and throughput
Perks/Benefits
- Assistance program
- Birthday leave
- Flexible benefits
- Flexible work hours
- Life insurance
- Medical insurance
- Parental leave
- Volunteer leave
Skills/Tech-stack
Data Pipelines | Data Versioning | Deep learning | Deep learning frameworks | Docker | GitLab CI | Infrastructure as Code | Kubeflow | Kubernetes | Learning frameworks | MLflow | Machine Learning | Machine Learning Infrastructure | Model Deployment | PyTorch | Python | TensorFlow | TensorRT | Torchserve | “as-code”
Education
N/A
Language: en |
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