Data Scientist, AI/ML Predictive Maintenance Platform
SGP Kallang Place, Singapore
SGD 74K-78K (estimate) Senior-level Full Time
Tasks
- Apply forecasting anomaly detection change point detection survival analysis representation learning
- Build retraining and rollback strategy
- Collaborate with product managers and engineers
- Create dashboards and alerts for live model degradation
- Deploy machine learning models into production
- Detect anomalies and predict failures
- Develop train and fine tune time series models
- Explain model behavior and thresholds
- Monitor model performance and detect drift
- Recommend model retirement or replacement
- Share experiment results and performance trade offs
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Change Point | Change point detection | Data Drift | Deep learning | Failure Prediction | Forecasting | IoT | LSTM | MLOps | Machine Learning | Model Drift | Model Monitoring | Python | Representation Learning | Survival analysis | Time Series | Transformer
Education
Roles
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