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!
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.
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
Great communication skills, organized, being able to perform multiple tasks as a team player
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