Senior Machine Learning Engineer
SG Ensign Kallang Place, L9 (Right Wing), Singapore
SGD 74K-130K (estimate) Senior-level Full Time
Tasks
- Architect production ML models
- Automate retraining workflows
- Build training pipelines
- Define ML roadmap
- Establish experimentation best practices
- Establish model governance
- Evaluate and validate models
- Evaluate emerging ML algorithms
- Integrate models into applications and services
- Lead ML engineering team
- Maintain CI CD pipelines for model training validation and deployment
- Maintain ML documentation
- Optimize model latency and throughput
- Perform hyperparameter tuning
- Set development standards
- Set up model monitoring and alerting
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Automated retraining | CI/CD | Data Quality | Feature Engineering | Hyperparameter Tuning | MLOps | Machine Learning | Model Drift | Model Evaluation | Monitoring | PyTorch | Scikit-learn | TensorFlow | Training pipelines
Education
N/A
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