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Assistant Manager, Data Scientist

2 weeks ago

Singapore FWD Insurance Full time

FWD Group spans Hong Kong & Macau, Thailand, Indonesia, the Philippines, Singapore, Malaysia, Vietnam, and Japan, offering life and medical insurance, general insurance and employee benefits across a number of its markets.

FWD is focused on creating fresh customer experiences, with easy-to-understand products, supported by digital technology. Through this customer-led approach, FWD aims to become a leading pan-Asian insurer that changes the way people feel about insurance.

Established in Asia in 2013, FWD is the insurance business of investment group, Pacific Century Group. For more information please visit WWW.FWD.COM

PURPOSE- You will be an individual contributor in a highly entrepreneurial work environment, Independently manage stakeholders and AI model project from end to end.- Conduct analytics and modelling to generate business insights.- Use advanced analytics and artificial intelligence to improve modelling accuracy- Create FWD own IP / Patent at AI model area.

KEY ACCOUNTAIBILITIES- Stakeholder Management- Project Management- Understand business needs and design modelling methodology- Conduct data sourcing and Integrate necessary data- Conduct data discovery and data transformation- Build models to find best optimal using different algorithms- Model deployment using Azure- Drive model execution and productivity improvement- Model review and optimizationQUALIFICATIONS / EXPERIENCE- Bachelor/Master/PhD on statistics, information engineering, computer science, math- SAS certificates- Machine Learning certificates- 3 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, XGBoost, CATBosst, CNN- Tool: SAS, SPSS, R, Python, Azure, AWS Sagemaker, RapidMiner, Spark, pylearn2, SQL