The role involves managing analytics and predictive modeling projects, generating business insights through advanced analytics and AI, designing methodologies, conducting data sourcing, integration, discovery, transformation, and optimizing models for execution.
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
Python
R
SAS
SQL
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