Manager, Data Scientist

FWD Group

  • Singapore
  • Permanent
  • Full-time
  • 1 month ago
About FWD GroupFWD 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 visitPURPOSE
  • 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, math
  • 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

FWD Group