Earticle

초록

영어

A data scientist is a relatively new job title and is not yet fully defined or understood. Little research has been conducted on data scientists and there is still incongruity among its practitioners. Yet, the job market for data scientists is already active with high demand. Many companies have created their own definition of a data scientist based on their own needs. The purpose of this research is to explore the definition of a data scientist by examining how it is accepted in these industries and businesses. A content analysis of 1,240 job ads from various companies recruiting data scientists was conducted to identify what types of knowledge and skills were generally demanded. As a result, we found that data scientists were expected to be highly experienced professionals with advanced degrees. The main requisite areas of profession were statistics, modeling, machine learning, and analysis.

목차

Abstract
 1. Introduction
 2. Literature Review
 3. Data
  3.1. Collection Method
  3.2. Collection Results
  3.3. Categorization
  3.4. Coding
 4. Results
  4.1. Basic Analysis
  4.2. Analysis of Knowledge and Skills
  4.3. Word Frequency Analysis
  4.4. Hard vs. Soft Knowledge and Skills
 5. Implications and Conclusions
 References

키워드

저자

• John Yohahn Kim [ New Media Team, Daeguilbo Newspaper ]
• Choong Kwon Lee [ Dept. of Management Information Systems, Keimyung University ] Corresponding Author

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Software Engineering and Its Applications

• 간기

  월간

• pISSN

  1738-9984

• 수록기간

  2008~2016

• 등재여부

  SCOPUS

• 십진분류

  KDC 505 DDC 605