Data Science Manager
AXA
HONG KONG
3天前

Description

Big Data Modeling / Machine Learning

  • Manage 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
  • 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 Big data 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. Gradient boosting tree, Random forest 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
  • Deliver insights from the data visualization process and to identity business strategies from customer-centric approach
  • Analyse existing customer, product and distribution channel data to identify, recommend areas for further improvements
  • Customer Insights into business application

  • Deploy analytics capabilities ranging from organization BI to advanced models to improve ongoing insight generation process and the application of such in business relevant way
  • Commercialization of insights from data scientists under a customer-centric, need-based context and turn into strategy to business lines and distribution models
  • Turn data into actionable information : provide expert analysis in the area of understanding data values & insights and converting them into business actions
  • Ability to successfully convey all valuable insights with business action recommendations to senior management through effective presentation
  • Project Management

  • Adhoc strategy projects covering Datalake & API management, 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).
  • PhD or MBA would be an added advantage

  • 5+ 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. Random forest, Gradient boosting tree, Neural network, NLP etc.)

  • Must have high proficiency in scripting / programming language like Python, R, SAS, SQL
  • Have experience to Cloud solution such as Azure, AWS and Big data architecture such as Hadoop, Hue, Spark, HIVE
  • 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 / Mandarin
  • About AXA

    Would you like to wake up every day driven and inspired by our noble mission and to work together as one global team to empower people to live a better life?

    Here at AXA we strive to lead the transformation of our industry. We are looking for talented individuals who come from varied backgrounds, think differently and want to be part of this exciting transformation by challenging the status quo so we can push AXA -

    a leading global brand and one of the most innovative companies in our industry - onto even greater things.

    In a fast-evolving world and with a presence in 64 countries, our 166,000 employees and exclusive distributors anticipate change to offer services and solutions tailored to the current and future needs of our 103 million customers.

    AXA Hong Kong, a member of the AXA Group, prides itself of serving over 1 million customers in Hong Kong and Macau. Besides being one of the largest health protection providers in Hong Kong, it is also the number 1 General Insurance provider1 and a market leader in motor insurance.

    AXA Hong Kong is committed to helping its customers achieve stability and prosperity through providing a comprehensive range of life, health, property and casualty protection, as well as wealth management and retirement solutions.

    We believe it is our inherent responsibility to support the communities we operate in, hence creating a sustainable business via constant and considerable contribution in the dimensions of health, environment and the community.

    AXA is an equal opportunity employer. We are committed to promote Diversity and Inclusion (D&I) by creating a work environment where all employees are treated with dignity, respect, and where individual differences are valued.

    We welcome and treasure diverse profiles to join our big family, and to build an inclusive culture together which allows everyone to maximize their personal potential.

    1Based on 2013 Office of the Commissioner of Insurance market share statisticsWhat We Offer

    We offer excellent career prospects and attractive remuneration package to the right candidates.

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