Big data/ Data Modelling

• Innovate & develop predictive models and statistically rigorous advanced model scripts to support data science & analytics initiatives on machine learning/ deep learning
• Perform advanced analysis using statistical techniques & algorithms to facilitating effective targeting, segmentation, and identification of opportunities around cross-sell / up-sell, retention and marketing program optimization
• Ability to perform the big data analytics processes on massive data sets from different data sources: explanatory and targeted data analyses, generate and test working hypotheses, analyze historical data and identify features & signals
• Captures, tracks and dynamically diagnose models-in-use for effectiveness (e.g. Gradient boosting tree, Random forest, Neural Network, NLP etc.)
• Compiling new external data sources for the enrichment of big data analytics database
• Manage BI solution development and implementation for various MI reporting (e.g. Tableau)

Customer Insights into business application

• Commercialization of data insights under a customer-centric, need-based context and turn into campaign opportunities to business lines and distribution models

Project Management

• Adhoc data support on strategy projects covering big data platform development, customer segmentation, customer campaigns, business strategy reviews etc

Requirement

• Graduate or advanced degree qualifications in quantitative related subjects (e.g. Statistics, Maths, Engineering, Actuarial, etc).
• 2+ years of relevant working experience in data analytics field as statistician / analyst / data scientist
• Good knowledge of predictive modelling, big data analysis, and data science projects: machine learning, statistical modeling, and data mining techniques & algorithms (e.g. regression, random forest, neural network, cluster analysis, time series, survival analysis etc.)
• Solid experience in scripting/programming language like Python, R, SAS, SQL
• Sound experience in NLP is a plus
• Familiar with Azure and any BI tool (e.g. Tableau) will be advantage
• Previous exposure to / knowledge of insurance industry will be an asset
• Strong analytical mind with focus on attention to detail
• Proactive and with a can-do attitude
• Good command of English, Cantonese and preferably Mandarin