Data Scientist
LINE
Taiwan
5天前

About this Job

We are looking for a savvy Data Scientist with technical backgrounds machine learning techniques and advanced analytics.

If you want to join a world-class development team of LINE, we look forward to hearing from you soon!

Responsibilities

  • Boost LINE service quality leveraging machine learning techniques and advanced analytics. (e.g., regression, classification, clustering, time series, gradient boosting tree)
  • With business requirements, collect logs, extract features, and build machine learning models
  • Feature engineering for machine learning
  • Prototyping machine learning algorithms for LINE TW services like LINE TODAY, Sticker, LINE NOW, LINE Shopping and etc..
  • As a member of New Initiatives Task Force, you might also :
  • Join with project team to create AI models and chatbot prototype applied to new service.

  • Required
  • BS degree or equivalent experience in Computer Science or related quantitative field
  • 2+ years of experience in one or more of the following areas : machine learning, recommendation systems, data mining or artificial intelligence
  • Experience coding in C, C++, Java, Scala and / or Python in a Linux environment
  • Strong SQL skills
  • Knowledge of core machine learning concepts
  • Fast learner
  • Great communication skills, organized, being able to perform multiple tasks as a team player
  • Preferred
  • Experience with solving real-world problems using machine learning techniques
  • Experience with A / B testing environment
  • Experience with the Hadoop Ecosystem - Hive, MapReduce and Spark
  • Experience with deep learning
  • Experience with filesystems, server architectures, and distributed systems
  • Experience with optimization or game theory
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