Manager, Data Scientist

1 day ago

Suntec, Singapore FWD Insurance Full time

About FWD Group

FWD Group is a pan-Asian life and health insurance business that serves approximately 30 million customers across 10 markets, including BRI Life in Indonesia. FWD’s customer-led and tech-enabled approach aims to deliver innovative propositions, easy-to-understand products and a simpler insurance experience. Established in 2013, the company operates in some of the fastest-growing insurance markets in the world with a vision of changing the way people feel about insurance. FWD Group is listed on the Main Board of The Stock Exchange of Hong Kong Limited under the stock code 1828.

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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 ACCOUNTAIBILITIES
- 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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