Neo Derm (HK) Ltd

Data Science Manager – Machine Learning / AI

Neo Derm (HK) Ltd
Posted on 18-Apr-21

Data Science Manager – Machine Learning / AI

Neo Derm (HK) Ltd

Job Highlights

  • 5 yrs or above Data Science working expereince
  • Deliver customer segmentation and behavioral model
  • Supervised, unsupervised & reinforcement learning

Job Description

About us:
With the trend towards Industrial Revolution 4.0, our IT department, the strategic technology enabler with more than 70 staff, has established a comprehensive personalized customer-centric platform (gratus) and operation management system, i.e. Customer Behavioral Tracking System, Recommendation Engine, Business Intelligence Dashboard and Campaign Monitoring System, to support the fast-changing business transformation needs across the Group.

To support the Group’s continuous development, we are looking for high caliber talent who is enthusiastic in system development to join our strong & fast-growing Data team.

Jobs Description: 

AI Driven Platform Development

  • Work with business stakeholders to help them understand algorithm requirements and deliver high-quality solutions to them
  • Take ownership of assigned projects in the end-to-end campaign management process including customer targeting / retargeting and campaign response analysis
  • Proactively make strategic recommendations to improve conversion, sales performance and customer experience.
  • 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
  • Ability to successfully convey all valuable insights with business action recommendations to senior management through effective presentation 

Machine Learning Algorithm Building

  • 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

 Requirements:

  • Bachelor’s degree or above in Mathematics, Data Science, Statistics, Computer Science or related disciplines 
  • 5+ years of relevant working experience in data analytics field as statistician / analyst / data scientist
  • Solid experience in defining and delivering customer segmentation and behavioral models, delivering customer targeting / re-targeting plan and developing recommendation engine
  • Solid working experience in supervised learning, unsupervised learning & reinforcement learning
  • Previous exposure to / knowledge of retail industry will be an asset
  • Strong leadership and managerial skill when working with senior management team
  • 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

Benefits:

  •          Five-day work week
  •          Discretionary year-end bonus
  •          Medical insurance
  •          Dental insurance
  •          Staff purchase discount
  •          Excellent career development

Additional Information

Career Level
Senior
Qualification
Degree
Years of Experience
5 years
Job Type
Full Time, Permanent

Company Overview

Headquartered in Hong Kong, Neo Derm Group Limited (Neo Derm) is the leading medical aesthetic enterprise operating over 28 medical beauty centres and 8 concept stores in prime business locations across Hong Kong and China.


Since its inception in 1997, Neo Derm has always been an innovative pioneer in the industry to create endless possibilities for women’s beauty. Riding the waves of Big Data, the Group has proactively adopt flexible business strategies and step up efforts in developing comprehensive systems and applications to explore numerous opportunities for sustainable business growth.

To cope with our rapid expansion, we are seeking high caliber professional to join us. For more information, please visit our recruitment site at http://career.neoderm.com.hk/ .

Additional Company Information

Industry
Health & Beauty Care
Benefits & Others
Medical insurance, Performance bonus, Five-day work week