Data Scientist
Neo Derm Group Ltd.
Hong Kong
6天前

Responsibilities

  • Analyze structured and unstructured data, visualize findings, discover insights and propose new operation models
  • Develop machine learning algorithms and build predictive models to identify business opportunities and support business strategies
  • Select, build and optimize different data prediction models to enhance customer targeting & re-targeting, and optimize various marketing programs
  • Apply data mining techniques and statistic modelling to support product and treatment recommendation logics
  • Prepare data visualization reports and analytical dashboards
  • Collaborate with IT team to implement big data solutions into marketing & operations management platforms
  • Prepare outbound marketing campaign list and validate the data after list extraction
  • The Successful Candidate

  • Bachelor’s degree or above in Data Science, Applied Statistics, Operations Research, Computer Science or related disciplines
  • Solid working experience in SQL (MSSQL, MySQL), NoSQL, R or Python
  • Excellent understanding of machine learning and deep learning techniques and algorithms, such as Recurrent Neural Network, k-NN, SVM
  • Experience in designing, executing and measuring A / B tests for optimization models
  • Solid experience in artificial intelligence or machine learning projects
  • Strong analytical mindset and problem solving skills
  • Positive attitude, hard-working and a willingness to embrace new ideas
  • Experience in Big Data technologies, such as Hadoop, Spark, Lucene / Elastic Search, Neo4j or MongoDB is desirable
  • Experience in using Tableau, Power BI or related analytics visualization tools would be an advantage
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