Manage analytics and predictive modeling projects, conducting data analysis and utilizing advanced analytics for business insights and model optimization.
About FWD Group
FWD Group is a pan-Asian life and health insurance business with more than 12 million customers across 10 markets, including some of the fastest-growing insurance markets in the world. The company was established in 2013 and is focused on changing the way people feel about insurance. FWD’s customer-led and digitally enabled approach aims to deliver innovative propositions, easy-to-understand products and a simpler insurance experience.
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 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, Mathematics
- 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
Top Skills
Pylearn2
Python
R
Rapidminer
SAS
Spark
Spss
SQL
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