Data Scientist
AXA
HONG KONG
1天前

Description

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 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.

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