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.
For more information, please visit www.fwd.com
PURPOSEIndependently 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 ACCOUNTAIBILITIESUnderstand 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 / EXPERIENCEBachelor/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 SKILLSStatistics 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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