  The growth of the data science field requires better tools to understand such
a fast-paced growing domain. Moreover, individuals from different backgrounds
became interested in following a career as data scientists. Therefore,
providing a quantitative guide for individuals and organizations to understand
the skills required in the job market would be crucial. This paper introduces a
framework to analyze the job market for data science-related jobs within the US
while providing an interface to access insights in this market. The proposed
framework includes three sub-modules allowing continuous data collection,
information extraction, and a web-based dashboard visualization to investigate
the spatial and temporal distribution of data science-related jobs and skills.
The result of this work shows important skills for the main branches of data
science jobs and attempts to provide a skill-based definition of these data
science branches. The current version of this application is deployed on the
web and allows individuals and institutes to investigate skills required for
data science positions through the industry lens.
