A new Data Science degree at 农夫导航 will open doors to well-paying
jobs across all facets of the economy for graduates鈥攁nd prepare them to navigate the
ethical issues of data analysis.
The Data Science program is an interdisciplinary collaboration among Bellarmine鈥檚
departments of Computer Science and Mathematics and its W. Fielding Rubel School of Business. Unlike many programs in the region, its initial degree鈥攐ffered for the first time
this fall鈥攊s a Bachelor of Science in Data Science, rather than a graduate degree.
鈥淲e would like to get students interested in these kinds of disciplines in high school
so they can pursue them in college and don鈥檛 have to wait until they are 25 years
old with an undergraduate degree in another major,鈥 said Dr. Robert Kelley, assistant
professor of Computer Science and director of the Data Science program. 鈥淚f you can
major in math or computer science, you can do data science.鈥
The program grew out of talks with Louisville Forward, the city鈥檚 economic development
agency, which aims to add 6,000 local technology jobs by 2023 through an initiative
called LouTechWorks. Bellarmine pledged to create computer- and mathematics-related
degrees and certifications and increase enrollment in technology programs. The Data
Science degree also aligns with the university's strategic plan, which calls for academic innovation and mutually beneficial partnerships in Louisville
and the region.
The demand for data scientists鈥攚ho may also be called systems analysts, data analysts,
machine-learning engineers or statisticians, depending on the industry鈥攊s growing.
Nationally, the U.S. Bureau of Labor Statistics projects a 16 percent increase in
employment for computer and information research work by 2028, which it characterizes
as significant.
鈥淛ust last week, I saw that Glassdoor [a job-search website] had 18,000 open data-science
positions listed nationally,鈥 Kelley said. 鈥淓very company will have to have data scientists,
just like they have to have accountants. It will be part and parcel of doing business.鈥
The median annual salary for data scientists nationally is $94,000; in Louisville,
$74,000. 鈥淭hese are good-paying jobs, and they are challenging jobs鈥攋obs where you
will continually learn,鈥 Kelley said. 鈥淭hings are constantly changing.鈥
Students in Bellarmine鈥檚 program will progress from learning to use data sets to answer
other people鈥檚 questions to formulating their own questions and finding the data sets
to answer them.
鈥淲e are going for a good mix of theory and practice,鈥 Kelley said. 鈥淲e want people
to be able to understand the theoretical background and also to have skills so they
can be immediately productive.鈥
Bellarmine is the ideal setting for such a program, he said, 鈥渂ecause with the university鈥檚
liberal-arts approach, you have that foundation for working in a lot of different
areas.鈥 The degree was designed so that students can easily incorporate minors or
a second major.
To support Bellarmine鈥檚 missionof educating students for ethical leadership and service to improve the human condition,
the Data Science program also focuses on data science鈥檚 implications for social justice
and the public good, not just on its advantages and utility for business and industry.
Just because an industry can do something, that doesn鈥檛 mean it should, Kelley said.
As an example, he points to machine learning, an application in which data scientists,
rather than programming a computer with the steps to solve a problem, teach it to
look for patterns in data and improve its own decision-making. Computers used in banking
can be taught, for instance, how to decide whether an applicant is a good loan risk
based on data from thousands of previous loans.
But machine learning can have inherent biases. 鈥淭ake facial-recognition software.
We know that it is terrible at recognizing non-white faces,鈥 Kelley said. 鈥淚f you
come up through engineering, you talk about the technology and how to do it. You don鈥檛 talk about bias and whether you should do it.
鈥淲e are going to be asking those questions.鈥
Bellarmine News
New Data Science degree examines the ethics of data analysis along with the mechanics
September 16, 2020