成立時間:2014 年
產業類別:現金回饋的電子商務
總公司:新加坡

Responsibilities

  • Development of data visualization tools to be used daily by hundreds of team mates across multiple countries
  • Development of reports and insights to support product and commercial decisions
  • Collaborate with the product teams in understanding user personas and customers’ shopping intent and behaviours
  • Work closely with Data Engineering to implement data tracking across our consumer platforms
  • Usage of machine learning algorithms to predict shopper behavior, detect fraudulent activity, enhance the customer experience and improve business KPIs
  • Build a strong understanding of ShopBack’s data ecosystems

Essential Requirements

  • A very good understanding of data lake and ELT processes
  • Highly proficient in writing complex SQL queries
  • Strong skills in Python for analytical and ELT purposes
  • Experience in Machine Learning or Statistical Modelling is highly valued

Desirable Pluses

  • Software engineering skills in other programming languages
  • Experience with web technologies (Html, JavaScript, RESTful API’s)
  • Skills with visualization and reporting tools (Tableau, D3.js)

技能標籤: machine learning, python, SQL

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