Manager, Data Scientist, Group Digital and Data

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