Data Scientist

Full-time
Intermediate (3-6 years)

Posted 

Technical Skills

  • Algorithms
  • Analytics
  • Apache Hadoop
  • AWS
  • Big Data
  • Business Strategy
  • Data Mining
  • Data Science
  • Machine Learning
  • Marketing
  • Mathematics
  • Project Management
  • Python
  • Sales
  • SAS (Statistical Software)
  • SQL
  • Statistics
  • Time Series Analysis

Job Description

Data Scientist

Location: HONG KONG

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
Data Visualization
  • 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
Project Management
  • Adhoc strategy projects covering big data platform development, customer segmentation, customer campaigns, business strategy reviews etc.

Qualifications

  • Graduate or advanced degree qualifications in quantitative related subjects (e.g. Statistics, Maths, Engineering, Actuarial, etc).
  • 3+ 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. logistic regression, linear regression, random forest, neural network, 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 insurance industry will be an asset
 
  • Proactive and with a can-do attitude
 
  • Good command of English, Cantonese and preferably Mandarin
 
  • Candidate with less experience will be offered as Data Analyst/ Senior Data Analyst grade

Employment TypeFull-time
Career LevelIntermediate (3-6 years)
Education LevelMaster
LanguageEnglish, Cantonese, Mandarin (Putonghua)
AXAInsurance and Reinsurance

42/F., AXA Tower, Landmark East, 100 How Ming Street, Kwun Tong

directions_walk8 mins walk from Kwun Tong Station