Job ref no.: 210008TH_1633941897
AXA Hong Kong

Senior Data Science Manager

AXA Hong Kong

Big Data Modeling / Machine Learning

  • Support the development of different data science initiatives including predictive models and statistically rigorous advanced model scripts to support data science & analytics initiatives on AI, machine learning/ deep learning (NLP)
  • 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
  • Work on Data Science projects with different stakeholders to expand data science discipline into business application spectrum
  • 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. LightGBM, XGBoost, RNN 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

Data Visualization

  • Manage BI solution development and implementation for various MI reporting (Power BI)
  • Deliver insights from the data visualization process from a customer-centric approach
  • Deploy analytics capabilities ranging from organization BI to advanced models to improve ongoing insight generation process and the application of such in a business-relevant way

Project Management

  • Adhoc strategy projects covering DataMart & API on Cloud (Azure), customer segmentation, customer campaigns targeting etc.

Requirements:

  • Graduate or advanced degree qualifications in quantitative related subjects (e.g. Statistics, Maths, Engineering, Actuarial, etc). PhD or MBA would be an added advantage
  • 3+ years of relevant working experience in data analytics field as statistician / analyst / data scientist
  • Good knowledge of predictive modeling, big data analysis, and data science projects: machine learning, statistical modeling, and data mining techniques & algorithms ( e.g. Random forest, Gradient boosting tree, Neural network, NLP etc.)
  • Must have high proficiency in scripting/programming language like Python, R, SAS, SQL
  • Have experience with Cloud solution such as Azure, AWS and Big data architecture such as Hadoop, Hue, Spark, HIVE
  • Previous exposure to / knowledge of the insurance industry will be an asset
  • Proactive and with a can-do attitude, people management experince would be a plus
  • Good command of English, Cantonese / Mandarin
More job information
Job ref no. 210008TH_1633941897
Job Function
Industry
Location
  • Central
Employment Term
  • Permanent
  • Full-time
Experience
  • 0 year
Career Level
  • Middle management level
Education
  • Degree
Benefits
  • 5-day week
  • Competitive pay
  • Dental plan
  • Discretionary bonus
  • Flexible working hours
  • Insurance plan
  • Medical plan
  • Special / extra leave
  • … + 3 more