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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