User Data Mining Engineer, Marketplace - Data Science Team

Singapore

Full Time
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Posted 2 weeks ago

The mission of the Marketplace Data team is to build sustainable and scalable data products to promote the business and mission of Shopee marketplace by analyzing massive item and user related data, producing reliable predictive business insights and data-driven services, maximising the effectiveness of marketing campaigns as well as providing personalised e-commerce experiences based on all-round item profiling and user profiling data and information.

Job Description

  • Work closely with the data scientist team and internal stakeholders to process large-scale user data and design processes and pipelines to collect relevant data from external sources.
  • Work with data scientists on building auto-DM methods and pipelines for fast and efficient user profiling modeling.
  • Design and deploy scalable and efficient solutions to gain insights from the data.

Requirements

  • Bachelor in Computer Science, Engineering, Mathematics, Statistics, Biostatistics or fields related to data mining preferred.
  • Previous experience in handling user related data and user related modeling.
  • Previous experience in machine learning and data science projects.
  • Excellent knowledge in programming languages such as Python, Golang, etc.
  • Previous experience in building auto-ML pipelines will be preferred.
Job tags: Data Mining Engineering Machine Learning Marketing ML Python
Job region(s): Asia/Pacific
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