ImagineX Group (HK)

ImagineX Group - Associate Data Scientist (Beta Labs)

Mid Level
Hong Kong
Associate Data Scientist
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About Us

Founded in 1992, ImagineX Group is China’s first fashion, beauty and lifestyle brand management and distribution company with unrivalled coverage of market and channels. Building luxury, designer and premium contemporary fashion and lifestyle businesses with an entrepreneurial approach and the passion of a brand owner, ImagineX Group currently operates more than 500 points of sale across more than 44 cities in China and South East Asia. ImagineX Group forms part of The Lane Crawford Joyce Group, Asia’s premier fashion retail, brand management and distribution group, which also includes iconic, luxury department store Lane Crawford; cutting edge fashion boutique Joyce; and fashion footwear, bags and accessories specialist Pedder Group.

Who we're looking for

The Lane Crawford Joyce Group (LCJG) presents the largest portfolio of brands across fashion, beauty and lifestyle to high-value luxury customer base in Greater China and South East Asia. Its companies, Lane Crawford, Joyce, Pedder Group and ImagineX, are internationally recognised as benchmarks for retail innovation and creativity

Beta Labs is the data science initiative from LCJG, which aims to maximise the Group's business values and support the paradigm shift in retail and other businesses by exploring the potential value and possibilities of data science, adopting cutting-edge solutions, and collaborating with bold new thinkers. If you thrive in a fast-paced environment, possess an entrepreneurial spirit and are passionate about data science, we’d like to hear from you.

What you will be doing
  • Mine, manipulate and perform statistical analysis on multiple data sets to build scalable enterprise analytics solutions
  • Select features, build and optimize classifiers using various machine learning techniques
  • Identify what data is available and relevant, including internal and external data sources and collaborates with institute subject matter experts to select the best approach
  • Applies advanced statistical and predictive modeling techniques to build, maintain, and improve on multiple real-time decision systems
  • Generate and validate hypotheses with variety of testing methods (A/B, multi-variate) to measure the impact of ongoing campaigns and retail initiatives
  • Scope and define own work by researching and developing new content (Text & Computer Vision) that will drive large business impact opportunities
Who you are
  • Bachelor’s / Master’s Degree with major in Mathematics, Statistics, Physics, Computer Science, Engineering, Econometrics or related discipline
  • 3-5 Years working with big datasets and on large scale analytical projects
  • In-depth knowledge on programming language such as R, Python or SAS to manipulate data and draw insights from large data sets
  • Extensive background in statistics concepts, such as distributions, hypothesis testing, regression
  • Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark,, MySQL, etc
  • Must-have knowledge on a variety of machine learning techniques including clustering, decision trees, neural networks and their real-world advantages/drawbacks
  • Experience with data visualization tools/packs, such as Power BI, Tableau etc
  • Nice to have: Working knowledge in NLP techniques such as topic modelling, named-entity recognition. semantic analysis, intent recognition etc.
  • Nice to have: Working knowledge in image processing techniques such as image segmentation, Feature Matching, Image classification, Edge and Contour Detection techniques etc
  • Preferred background in retail, loyalty, ecommerce or consulting
  • Good command of written and spoken English
What we offer
  • Up to 15 days annual leave
  • Public holidays
  • Birthday leave
  • 5-day marriage leave
  • Dental care
  • Medical insurance
  • Professional retail training
  • Annual bonus
  • Staff purchase discount
  • Monthly MPF contribution up to 10% of salary

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One Island South, 2 Heung Yip Road
Interested in working at
ImagineX Group (HK)

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