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)