Specializations & Finding Your Niche in Online Computer Science Master’s Degrees
- Graduate students can specialize in subfields like artificial intelligence, computer engineering, or software development
- Schools awarded roughly 14,274 master’s in computer science degrees in 2020-2021
- Master’s in computer science degree-holders earn an average base salary of $110,000
- Specializations of computer science can ready you for high-paying computer science careers
According to the National Center for Education Statistics (NCES), universities awarded over 14,000 master’s degrees in computer science during the 2021-2021 school year.
A master’s in computer science elevates your undergraduate-level programming and statistics knowledge through in-depth studies of advanced engineering, scripting, security, information systems, and computational theory.
More than a bachelor’s degree, a graduate degree in computer science offers a specialized education. Earning a specialization unlocks opportunities to work as a computer network architect, software developer, information security analyst, or data scientist.
Here we discuss what you can do with specializations of computer science, your career prospects, and salary expectations.
Popular Online Programs
Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
Finding the Right Computer Science Master’s Degree
There is no universally perfect computer science program for everyone. Your capability, interests, and life circumstances play a role in determining the best computer science degree for you.
Think about how a specific master’s degree in computer science can support you in reaching your career goal. For instance, if you’re considering a path in cybersecurity, it’s worth looking into specializing in computer security.
To find a specialization of computer science that works for you, consider a school’s resources and student services. The college retention rates and graduation rates often demonstrate how well a school supports its students.
Making sure the school holds accreditation is crucial, because accreditation impacts transfer credits and how legitimate some employers may consider your degree.
Only accrediting agencies recognized by the United States Department of Education and Council for Higher Education Accreditation can confer institutional accreditation. Master’s in computer science degrees may also hold programmatic accreditation from accrediting bodies organizations like the ABET.
How We Rank Schools
At BestColleges, we believe a college education is one of the most important investments you can make. We want to help you navigate the college selection process by offering transparent, inclusive, and relevant school rankings.
Our rankings are grounded in a few guiding principles and use the latest statistical data available from trusted sources. Explore our ranking methodology. We hope our approach helps you find the school that’s best for you.
University of Illinois Urbana-Champaign
- Champaign, IL
- 4 year
- Campus + Online
- In-State$14,446
- Out-of-state$34,444
- In-State$14,635
- Out-of-state$27,674
- Retention Rate93%
- Acceptance Rate60%
- Students Enrolled56,607
- Institution TypePublic
- Percent Online Enrollment84%
- AccreditationYes
Georgia Institute of Technology-Main Campus
- Atlanta, GA
- 4 year
- Campus + Online
- In-State$10,258
- Out-of-state$31,370
- In-State$14,570
- Out-of-state$29,140
- Retention Rate97%
- Acceptance Rate16%
- Students Enrolled43,859
- Institution TypePublic
- Percent Online Enrollment62%
- AccreditationYes
North Carolina State University at Raleigh
- Raleigh, NC
- 4 year
- Campus + Online
- In-State$6,535
- Out-of-state$27,320
- In-State$9,095
- Out-of-state$27,082
- Retention Rate94%
- Acceptance Rate47%
- Students Enrolled36,831
- Institution TypePublic
- Percent Online Enrollment50%
- AccreditationYes
Stevens Institute of Technology
- Hoboken, NJ
- 4 year
- Campus + Online
- In-State$54,780
- Out-of-state$54,780
- In-State$38,076
- Out-of-state$38,076
- Retention Rate93%
- Acceptance Rate53%
- Students Enrolled8,287
- Institution TypePrivate
- Percent Online Enrollment37%
- AccreditationYes
Stanford University
- Stanford, CA
- 4 year
- Campus + Online
- In-State$55,473
- Out-of-state$55,473
- In-State$54,315
- Out-of-state$54,315
- Retention Rate98%
- Acceptance Rate4%
- Students Enrolled17,680
- Institution TypePrivate
- Percent Online Enrollment5%
- AccreditationYes
Worcester Polytechnic Institute
- Worcester, MA
- 4 year
- Campus + Online
- In-State$54,640
- Out-of-state$54,640
- In-State$28,980
- Out-of-state$28,980
- Retention Rate94%
- Acceptance Rate60%
- Students Enrolled7,230
- Institution TypePrivate
- Percent Online Enrollment32%
- AccreditationYes
University of Southern California
- Los Angeles, CA
- 4 year
- Campus + Online
- In-State$60,446
- Out-of-state$60,446
- In-State$60,446
- Out-of-state$60,446
- Retention Rate96%
- Acceptance Rate13%
- Students Enrolled49,318
- Institution TypePrivate
- Percent Online Enrollment46%
- AccreditationYes
University of Oklahoma-Norman Campus
- Norman, OK
- 4 year
- Campus + Online
- In-State$4,920
- Out-of-state$20,724
- In-State$8,034
- Out-of-state$23,096
- Retention Rate89%
- Acceptance Rate85%
- Students Enrolled28,042
- Institution TypePublic
- Percent Online Enrollment57%
- AccreditationYes
Fitchburg State University
- Fitchburg, MA
- 4 year
- Campus + Online
- In-State$970
- Out-of-state$7,050
- In-State$3,420
- Out-of-state$3,420
- Retention Rate68%
- Acceptance Rate85%
- Students Enrolled6,674
- Institution TypePublic
- Percent Online Enrollment64%
- AccreditationYes
Illinois Institute of Technology
- Chicago, IL
- 4 year
- Campus + Online
- In-State$48,555
- Out-of-state$48,555
- In-State$29,052
- Out-of-state$29,052
- Retention Rate87%
- Acceptance Rate66%
- Students Enrolled6,486
- Institution TypePrivate
- Percent Online Enrollment41%
- AccreditationYes
What Can You Specialize in With a Master’s in Computer Science?
Computer science pertains to the science of computing. Specializations of computer science build on this foundation, training you in specific areas beyond advanced scripting and software development. Specializations of computer science can give you access to jobs otherwise not available.
Hiring managers for cyber security analysts may interview only candidates with work experience or college credits in cybersecurity. Specializations can help you dive into a specific career that interests you right after graduation, even if you lack the work experience.
Artificial Intelligence
If you want to gain the skills to develop and implement large language models and/or generative artificial intelligence, a concentration in AI may interest you. In graduate school, you’ll get experience working with Python machine learning libraries needed for AI engineering careers.
Bioinformatics
As a bioinformatic engineer, you’ll need to perform data analyzing and processing in collaboration with healthcare workers, engineers, and other scientists. A bioinformatics concentration trains you in career-specific skills, such as Next Generation Sequencing technology, a common job requirement.
Computer Engineering
Earn a concentration in computer engineering and you’ll combine your computer science knowledge with electrical engineering to solve complex problems. Computer engineers do everything from build silicon chips to develop software.
Networks
If you want to advance your knowledge in network integration across multiple networking systems, you can pursue a concentration in networking. The concentration teaches career-specific skills like how to improve multi-protocol label switching network architecture.
Computer Science Careers and Outlook
No matter the specialization, you have the advantage on the job market when you earn a master’s in computer science. Beyond the careers discussed here, you can use this versatile graduate degree to go into research or postsecondary instruction.
Careers as computer network architects, software developer, information security analyst, or data scientist open up with a master’s degree. These jobs can fetch six-figure median annual wages.
Computer Science Career | Median Annual Wage (2021) |
---|---|
Computer Network Architect | $126,900 |
Database Administrator | $112,120 |
Data Scientist | $103,500 |
Information Security Analyst | $112,000 |
Software Developer | $124,200 |
Compensation for computer science jobs correlates to experience and where you work — both in terms of the industry and region. Expect to earn more as you gain seniority in your field.
Common Coursework for Online Computer Science Master’s Degrees
A master’s degree in computer science emphasizes research and the development of advanced computer science theories and applications. The core coursework integrates artificial intelligence, programming, software engineering, computer security, computing theory, and computer systems and networks.
Schools have varying coursework; below are common courses that graduate students take to earn a master’s in computer science.
- Algorithmic Machine Learning
- Artificial Intelligence
- Big Data Management
- Computer Architecture
- Computer Networking
- Data Structures with Applications
- Machine Learning and Data Mining
- Network Security
- Operating Systems Theory
- Principles of Scientific Computing
In the final stages of a graduate program, you’ll synthesize everything you have learned by writing a thesis or completing a capstone project. Capstone courses often explore specializations such as network security, artificial intelligence, or software engineering.
Frequently Asked Questions About Computer Science
Which CS specialization is in demand?
The demand for computer science jobs, particularly in artificial intelligence and machine learning, is high. Choosing to specialize in AI could provide strong job security, with the Bureau of Labor Statistics (BLS) predicting a 23% growth in computer and information research scientist positions from 2022-2032.
Which is better, CS or CS with specialization?
The better choice aligns with your career ambitions and salary expectations. A generalist computer science degree may not qualify you for more niche specialty work in artificial intelligence without a specialty or certification.
Which is the fastest-growing field in CS?
According to the BLS, occupations for information security analysts should grow by 32%, with employers creating 16,800 new positions each year from 2022-2032. Also, in-demand are computer and information research scientists, with careers expected to grow by 23%.
Is it worth it to specialize in CS?
A specialization in computer science subfields like AI or machine learning can provide a good return on investment. That said, not earning a specialization does not prevent you from working in computer science, or later learning a specialization on the job.
Page last reviewed November 30, 2023.
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