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Manager, Data Scientist, Group Digital and Data

Salary undisclosed

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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.

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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, 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