Data Scientist
2 weeks ago
Industry
- AutomotiveJob Function
- Data Science & AnalyticsCity
- SingaporeProvince
- Central SingaporeCountry
- SingaporePostal Code-
What you will be doing:
- Exploring and visualizing large datasets to drive insights
- Fluid at extracting and transforming data from systems.
- Fluid at practical data mining techniques (pattern detection, predictive modeling, anomaly detection, and optimization) to identify areas of improvement for business/product
- Identify and highlight areas of opportunities to help business/product owners optimize existing or new business opportunities/processes- Assist with developing strategies and managing operational metric for various projects
**Requirements**:
What you will need:
- Master or Bachelor in Computer Science, Statistics, Industrial Engineering, Mathematics, Economics or quantitative discipline
- At least 2 years of hands-on experience in a Data Science role with exposure and proficiency in quantitative and statistical analysis, predictive analytics, multivariate testing, and algorithm-optimization for machine learning. Commercial experience are highly desirable.
- Strong knowledge in big data ETL processes, data, and data exploration algorithms
- Strong working knowledge of data science algorithms including decision trees, probability networks, association rules, clustering, regression, and neural networks
- Fluid in programming skills (MySQL, SQL, Python, R or similar)
- Fluid in a variety of visualization tools
- Broad-minded with attention to detail and strong business acumens and insights
- Excellent communication skills (oral, written, and presentation skills) to work with various stakeholders (technical and non-technical) including presentation of insights reports to business/product owners
- Experience working with a product-based organization, e-commerce, automotive is advantageous
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