Data Analytics Manager (AI)
Neo Derm Group Ltd.
Hong Kong
5天前

Responsibilities :

Business Applications from Customer Insights

  • Work with customers to help them understand algorithm requirements and deliver high-quality solutions to them
  • Create data tools to aid streamlining and automating workflows for data analytics
  • 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 context and turn into business strategy
  • 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
  • Big Data Modeling

  • Take lead in Big data projects and work with different business stakeholders to apply data science techniques into business applications
  • Collaborate with IT Team on Big Data System and Architecture Design
  • Lead Data Scientist Team to develop different data science initiatives including predictive models and statistically rigorous advanced model scripts to support AI / machine learning / deep learning related initiatives
  • Lead the design, development and implementation of customer analytic strategy via data mining, modeling, customer segmentation (clustering) and forecasting
  • Perform advanced analysis using statistical techniques & algorithms to build effective targeting, segmentation and identification of opportunities around various marketing program optimization including but not limited to cross-
  • sell, up-sell and customer retention

  • 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 & trends
  • Data Analysis & Visualization

  • Deliver insights from the data visualization process and to identity business strategies from customer-centric approach
  • Analyze existing customer, product and platform data to identify, recommend areas for further improvements
  • Drive development of Dashboard and manage BI solution development
  • Requirements :

  • Bachelor’s degree or above in Data Science, Statistics, Operations Research, Computer Science or related disciplines
  • 5+ 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. Random forest, Gradient boosting tree, Neural network, NLP etc.)

  • Good knowledge of scripting / programming language like Python, R, SQL
  • Previous exposure to / knowledge of retail industry will be an asset
  • A result-oriented person with a passion for excellence, high level of initiative and strong sense of responsibility
  • Proactive and with a can-do attitude
  • Good command of English, Cantonese & Mandarin
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