Data Scientist (Machine Learning)
Singapore, Singapore
A SGD 140K-170K (estimate) Senior-level Full Time
Tasks
- Analyze structured and unstructured datasets to identify trends and patterns
- Build forecasting classification regression clustering and anomaly detection models
- Design and implement data pipelines for collection cleansing feature engineering and model training
- Develop dashboards and reports to communicate insights
- Develop train validate and deploy machine learning models for predictive analytics and optimization
- Ensure data quality, governance, and compliance
- Evaluate model performance and improve accuracy and reliability
- Integrate machine learning models into production systems
- Research and evaluate new machine learning algorithms and emerging technologies
- Translate stakeholder requirements into data-driven solutions
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anomaly Detection | Apache Spark | Azure | Big Data | Classification | Clustering | Data Cleansing | Data Pipelines | Data Visualization | Docker | Feature Engineering | Forecasting | GCP | Git | Hadoop | MLOps | NumPy | Optimization | Pandas | Power BI | PyTorch | Python | Regression | SQL | Scikit-learn | Tableau | TensorFlow | Time Series | XGBoost
Education
Roles
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