Big data / Data Modelling
Innovate & develop predictive models and statistically rigorous advanced model scripts to support data science & analytics initiatives on AI, machine learning / deep learning
Perform advanced analytics 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 etc.)
Work with business partners and external vendors / partners on acquiring and 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 insights from data scientists under a customer-centric, need-based context and turn into campaign opportunities to business lines and distribution models
Adhoc strategy projects covering big data platform development, customer segmentation, customer campaigns, business strategy reviews etc.
Graduate or advanced degree qualifications in quantitative related subjects (e.g. Statistics, Maths, Engineering, Actuarial, etc).
3+ years of relevant working experience in dataanalytics field as statistician / analyst / data scientist
Good knowledge of predictive modelling, bigdata analysis, and data science projects : machine learning, statistical modeling, and data mining techniques& algorithms (e.
g. logistic regression, linear regression, random forest, neuralnetwork, cluster analysis, time series, survival analysis etc.)
Solid experience in scripting / programming language like Python, R, SAS, SQL
Familiar with Hadoop, Hue, Spark, HIVE and any BI tool (e.g. Tableau) will be advantage
Have exposure to Cloud solution such as AWS, Azure etc
Sound experience in Blockchain technology is a plus
Previous exposure to / knowledge of insuranceindustry will be an asset
Proactive and with a can-do attitude
Good command of English, Cantonese andpreferably Mandarin
Candidate with less experience will be offeredas Data Analyst / Senior Data Analyst grade
What We Offer
We offer excellent career prospects and attractive remuneration package to the right candidates.