Senior Data Scientist
StarHub Green, Singapore
SGD 120K-150K (estimate) Senior-level Full Time
Tasks
- Build machine learning models
- Collaborate with software development team to ensure delivery
- Create data exploitation models
- Define data science requirements and use cases
- Deploy models for production and operations
- Lead junior engineers for quality and compliance
- Perform problem analysis and data exploration
- Plan and deliver advanced data analytics
- Research Machine Learning and Deep Learning models
- Validate model performance with end customers
Perks/Benefits
- Global company opportunities
- International team collaboration
- Networking opportunities
- Permanent job security
Skills/Tech-stack
APIs | ARIMA | Anomaly Detection | Autoencoders | Classification | Cloud Computing | Clustering | Data Analysis | Deep learning | Failure Prediction | Forecasting | ISO 55000 | Isolation Forest | LSTM | Life prediction | MLOps | Machine Learning | Microservices | Model Evaluation | Model Monitoring | Model Validation | NumPy | Pandas | Performance Monitoring | Predictive Maintenance | Predictive Modeling | Production Deployment | Prophet | PyTorch | Python | Regression | Reliability centered maintenance | Remaining Useful Life Prediction | Remaining useful life | Scikit-learn | Series analysis | Series data | Statistics | Streaming Data | Temporal CNNs | TensorFlow | Time Series | Time Series Analysis | Time Series Data
Education
Roles
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