Город: Москва
З/п: обсуждается с кандидатом
Опыт работы: От 3 до 6 лет
Отзывы о компании Самсунг, Группа компаний

Title:

Software Engineer for Data Mining


Department:

Manufacturing Center


Job Summary:

Software Engineering for Data Mining
 

Requirements:

Basic requirements

Academic background
Doctor of Philosophy (Ph.D.) or Master of Science (M.Sc.) Degree in Software Engineering, Computer Science, Cybernetics, Applied Mathematics, or Programming

Professional experience
3+ years of experience in data mining and its application

  • Mandatory Skills
  • Familiarity with statistical packages such as R, Matlab, or SAS
  • Knowledge of DBMSs, and object-oriented languages such as C++
  • Additional Skills
  • Domain knowledge about manufacturing system such as MES or EES
  • Big data Technology, Hadoop / NoSQL / MapReduce (Pig, Hive, HBase)
  • Experience in programming language C#, Java
  • Database design & optimization skills

Worksite location
Suwon (S. Korea)

Language
Good command of oral and written English


Responsibilities and Duties:

Basic responsibilities

  • Data Mining and Analysis
  • Applying mining algorithm for manufacturing domain such as followings:
  • FDC (Fault Detection & Classification), EPT (Equipment Performance Tracking)
  • Big Data Analysis
  • Knowledge discovery from manufacturing database (EES, MES, SCM, SPC Database)
  • Big data gathering, storage, retrieving and analysis
  • Application Development with data mining
  • Programming language binding with data mining open package (e.g. R, WEKA)
  • Text mining, equipment log file analysis
  • EES (Equipment Engineering System), SPC (Statistical Process  Control)

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