Senior/Manager, Data Analyst Senior/Manager, Data Analyst …

China CITIC Bank International Limited
à Hong Kong
CDI, Plein-temps
Dernière candidature, 11 sept. 20
Competitive
China CITIC Bank International Limited
à Hong Kong
CDI, Plein-temps
Dernière candidature, 11 sept. 20
Competitive
Apply data mining and statistics (i.e. retention models, customer segmentation models, predictive forecast); Review and validate models effectiveness and performances; Advise on appropriate analytical models based on available data, technology and platform

Key Responsibilities

  • Apply data mining and statistics (i.e. retention models, customer segmentation models, predictive forecast)
  • Review and validate models effectiveness and performances

  • Support campaign management by:

    • Pre-campaign analysis and targeting
    • Generating targeted customer base
    • Performing campaign tracking and post evaluation
    • Campaign fulfillment
    • Campaign Evaluation and Review
    • Provide analysis to facilitate Marketing for campaign designs and marketing strategy setting
    • Build and enhance data model to improve efficiency and accuracy
    • Gather market statistics to conduct competitor analysis and model the bank’s market position
  • Advise on appropriate analytical models based on available data, technology and platform

  • Prepare reports based on analysis and present to management with strategic actionable insights

  • Translate unstructured business questions into quantitative problems

  • Generate and test hypotheses, analyse and interpret the results of product experiments

  • Develop & maintain various performance dashboard by Tableau

  • Work closely with internal stakeholders and external vendors on project planning and execution


Requirements

  • Degree in Mathematics, Statistics, Data Science, Computer Science or relevant disciplines
  • Possesses 3-5 years' experience relating to data analytics, data mining, statistical modeling, predictive analytics, next to buy model, machine learning or data science related work
  • Proficiency in SAS, SASEM, MS Access, R, or other statistical / data science language
  • Proficiency in Big Data development experience (e.g. Hive, Spark Cloudera) and hands-on knowledge of Python and related analytics libraries
  • Implementation experiences of statistics, decision tree models, k-means clustering, logistic regression, Neural, random forest, xgboost etc.
  • Knowledge of real project experience with machine learning/ deep learning model development and tuning on vision, NLP will be an advantage
  • Implementation experiences in google cloud platform will be an advantage
  • Good analytical mindset and problem solving skills
  • Good command of both spoken and written English and Chinese (including Putonghua)

 

For more details about career opportunities with the Bank, please visit our website http://www.cncbinternational.com/careers/en/index.jsp.  Please apply with full resume stating current and expected salaries.

Personal data collected will be used for recruitment related purposes only. Applicants not invited for interview within 6 weeks may consider their applications unsuccessful. However, applicants may be considered for other suitable positions within the Group for a period of not more than 2 years. Personal data will be destroyed at any time after 3 months.

China CITIC Bank International is committed to being an equal opportunities employer and intends to provide a work environment free of unlawful discrimination or harassment.  All employment decisions will be made in a non-discriminatory manner.

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