
Manager, Data Science
7 days ago
FWD Group spans Hong Kong & Macau, Thailand, Indonesia, the Philippines, Singapore, Malaysia, Vietnam, and Japan, offering life and medical insurance, general insurance and employee benefits across a number of its markets.
FWD is focused on creating fresh customer experiences, with easy-to-understand products, supported by digital technology. Through this customer-led approach, FWD aims to become a leading pan-Asian insurer that changes the way people feel about insurance.
Established in Asia in 2013, FWD is the insurance business of investment group, Pacific Century Group. For more information please visit WWW.FWD.COM
PURPOSE
- Independently manage analytics and predictive modelling project from end to end
- Conduct analytics and modelling to generate business insights.
- Use advanced analytics and artificial intelligence to improve modelling accuracy
KEY ACCOUNTABILITIES
- Understand business needs
- Design modelling methodology
- Conduct data sourcing
- Integrate necessary data
- Conduct data discovery and data transformation
- Build models to find best optimal
- Test model
- Drive model execution
- Model review and optimization
QUALIFICATIONS / EXPERIENCE
- Bachelor/Master on statistics, information engineering, computer science, math
- SAS certificates
- Machine Learning certificates
- More than 5 years data analytics, statistical modelling or machine learning working experience
KNOWLEDGE & TECHNICAL SKILLS
- Statistics Modelling Skill: linear regression, logistic regression, decision tree, neural network, random forest, k-means, ARMA, association rule
- Tool: SAS, SPSS, R, Python, RapidMiner, Spark, pylearn2, SQL
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