Data Scientist (Machine Learning)
Singapore, Singapore
A SGD 135K-165K (estimate) Senior-level Full Time
Tasks
- Analyze structured and unstructured datasets
- Build forecasting classification regression clustering and anomaly detection models
- Design and implement data pipelines for cleansing and feature engineering
- Develop dashboards and reports
- Develop train validate and deploy machine learning models
- Ensure data quality, governance, and compliance
- Evaluate model performance and improve accuracy and reliability
- Integrate machine learning models into production systems
- Research and evaluate machine learning algorithms
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anomaly Detection | Apache Hadoop | Apache Spark | Azure | Big Data | Data Pipelines | Data Visualization | Deep learning | Docker | Feature Engineering | Git | Google Cloud | MLOps | Machine Learning | NumPy | Pandas | Power BI | PyTorch | Python | Relational databases | SQL | Scikit-learn | Series forecasting | Supervised Learning | Tableau | TensorFlow | Time Series | Time Series Forecasting | Unsupervised Learning | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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