The modern computer science field began in the 20th century when governments and universities sought ways to solve complex mathematical problems quickly.
Today, developments like artificial intelligence, data science, and the Internet of Things are driving rapid changes in the field. This mirrors the popularity of advanced study in computer science: More than 121,000 U.S. students were enrolled in graduate-level computer science programs in 2021, according to the National Center for Education Statistics (NCES).
A master's in computer science can help technology professionals stay on the industry's cutting edge. These programs are designed to give students in-depth knowledge of computer science principles while developing their problem-solving and analytical skills.
Use our guide to discover some of the best on-campus and online master's in computer science programs available in 2025.
Popular Online Master's in Computer Science Programs
Learn about start dates, transferring credits, availability of financial aid, and more by contacting the universities below.
Best Computer Science Master's Degree Programs
How We Rank Colleges and Bootcamps
ComputerScience.org ranks computer science degree programs at the associate, bachelor's, master's, and doctoral levels. We also rank bootcamps and certificate programs. Our top priority is making sure you find the best possible fit for your education. We use up-to-date national statistics and focus on factors like return on investment, academic quality, and affordability. This list is from 2025.
Take a closer look at our rankings on our rankings methodology page.
Why Get a Computer Science Master's Degree?
The U.S. Bureau of Labor Statistics (BLS) projects much-faster-than-average growth in computer and technology occupations between 2023 and 2033, including an average of 356,700 job openings each year.
As organizational technology needs grow more complex, the skills gap also widens. This correlates to increased demand for computer science professionals with these skills, including workers with credentials like master's degrees. Computer science master's programs combine advanced knowledge and skills with specialized training, qualifying graduates for upper-level roles in the field.
Benefits of earning a computer science master's degree include:
Valuable Skills: Computer science master's programs develop in-demand technical skills. Because of their training, computer science professionals with advanced credentials can qualify for job opportunities that pay higher-than-average salaries.
Growing Field: As more organizations digitize their operations, nearly every industry benefits from computer science professionals with advanced knowledge. The BLS projects much-faster-than-average growth for computer and IT occupations from 2023 to 2033.
Higher-Than-Average Salaries: Graduates of computer science master's programs can qualify for jobs with median salaries that exceed the national median wage for all occupations. For example, the BLS reports computer and information research scientists — a role typically requiring graduate-level education — made a median annual salary of $140,910 in 2024, almost three times higher than the national median wage for all workers.
What To Expect From Master's in Computer Science Programs
Master's degrees in computer science explore topics like engineering, business, and science. Students develop skills in software design and development, computer architecture, and programming.
The typical master's degree in computer science takes two years of full-time study and requires 30-45 credits. Per the National Center for Education Statistics (NCES), the average annual tuition and fees for graduate degrees was $20,513 in the 2021-22 school year.
Programs often culminate in a thesis or capstone project. Research-based thesis programs often suit learners who want to pursue a doctorate or research-related careers. Course-based or practical project-based programs may most benefit students aiming for industry jobs.
Master's in Computer Science Admission Requirements
Admission criteria for master's in computer science programs vary by school. However, common requirements include:
A bachelor's in computer science from an accredited institution, or a bachelor's in another field with prerequisite foundational courses
A minimum 2.5-3.0 GPA
Additionally, applicants usually submit materials like transcripts, letters of recommendation, a resume, and a statement of purpose. Programs may require an admission interview.
Master's Degree and Specialization Options
Most institutions offer master of science (MS) degrees in computer science. Though some schools offer other related degrees, such as a master of business administration (MBA) focusing on information technology, these often lack the same focus on technology-specific topics.
For example, earning a general MS in computer science provides a foundation in computer science theory and practice, preparing learners for a variety of technology careers. An IT-related MBA focuses on business skills, including managing IT teams within organizations.
Computer science master's programs may also offer concentrations or even full degrees in subdisciplines like artificial intelligence, data analytics, software engineering, and cybersecurity. Earning a master's in these niche areas helps graduates prepare for specialized career paths.
Popular Master's in Computer Science Courses
A master's in computer science degree deepens learners' knowledge of computer science fundamentals and equips students with valuable problem-solving and critical thinking skills. Though specific classes vary by school, most programs offer an array of courses in subjects like programming, robotics, and data science. These options allow students to tailor their degree to their goals.
Common computer science graduate-level classes include:
Machine Learning: This course introduces students to the impacts of intelligent technologies in science and engineering. Learners explore essential algorithms and theoretical foundations of machine learning. Other topics may include multitask learning, statistical learning theory, least squares regression, and bias variance trade-offs.
Artificial Intelligence: Students learn the core concepts of designing objective-driven autonomous agents. This course focuses on the technological and ethical issues surrounding agent development. Other topics may include neural networks, classical planning, Markov decision processes, and perception-based recognition.
Advanced Computer Architecture: This class focuses on the organization and architecture of computers, quantitative analysis of design alternatives, and principles of instruction sets. Other topics include memory, interconnection, storage, and architectural innovations.
Database Systems: Enrollees in this course learn how database systems function. They explore relational algebra, query processing, query optimization, and data models. The class also emphasizes database design, SQL programming, isolation and consistency, and object-relational mappings.
Applied Cryptography: In this course, learners explore how cryptography elements as a security method in computer applications. Topics include common ciphers, password cracking, advanced cryptography protocols, and election algorithms. Students usually need prior knowledge of discrete mathematics, algebra, computer architecture, and data structures before enrolling in this class.
What Will a Master's in Computer Science Degree Cost?
NCES data from the 2021-22 school year reveals graduate program tuition carried an average annual cost of $20,513.
The same data also showed an average tuition cost of $12,596 per year for graduate programs at public institutions that same year. Further breakdowns also reveal the following ranges for public colleges and universities:
25th percentile: $9,292
50th percentile (median): $11,766
75th percentile: $14,814
At nonprofit private institutions, average annual tuition cost $29,931 that same year. NCES reported these percentile ranges for graduate programs at nonprofit private schools:
25th percentile: $14,520
50th percentile (median): $24,534
75th percentile: $45,684
NCES data further indicates that in 2020, students in 100% online computer science master's programs paid an average of $11,079 in tuition and required fees — almost $9,000 lower than the $19,795 average tuition and fees graduate students across all fields paid that same year. This indicates that online programs are generally more affordable than on-campus degrees.
Many factors impact the prices and costs of higher education, including:
School prestige and reputation
In-state and out-of-state student residency status at public institutions
Additional study materials and equipment such as books, computers and other technology, and software
Familiarize yourself with financial aid options as you research computer science master's degrees. First, investigate aid sources that do not require repayment, including scholarships, fellowships, and grants. Then, look into federal or private loans as a supplement or last resort.
Jobs for Master's in Computer Science Graduates
Computer and Information Research Scientists
Computer and information research scientists seek answers to their discipline's most complex queries. They create models, determine new system requirements, and even develop new computer languages. Computer research scientists can specialize in areas like robotics or programming. Many work for the U.S. government or computer design companies.
Computer and Information Systems Managers
Among the highest-paying computer and information science careers, systems managers plan and direct organizations' computer-related activities. They serve as IT managers or directors, chief technology officers, and chief information security officers. Their duties typically combine management with technology knowledge.
Computer Hardware Engineers
Computer hardware engineers design and test new computer hardware. They create components like processors, routers, and circuit boards. Hardware engineers also test and modify their designs. These professionals often work in computer systems design firms, research and development labs, or manufacturing organizations.
Computer Network Architects
Computer network architects create data communication networks, including intranets, wide area networks, and local area networks. Their duties may include analyzing data traffic, researching networking technologies, and upgrading hardware. They must understand their organizations' business plans to help achieve those goals using technology. Large employers may prefer a computer science master's degree for this role.
Information Security Analysts
Information security analysts provide protection for their organizations' networks and computer systems. They assess vulnerabilities, monitor breaches, research security trends, and recommend system enhancements. They may also help reconstruct security features after an attack. Along with a computer science master's, many of these professionals need industry-recognized cybersecurity certifications.
Choosing a Computer Science Master's Program
In addition to our rankings of the best computer science master's programs, consider the following criteria when determining where to apply:
Accreditation: Holding institutional accreditation verifies that a school meets standards of academic excellence and rigor. Master's in computer science programs may also hold programmatic accreditation from organizations like ABET, which verify whether a degree's curriculum helps prepare students for careers in the field.
Staff Credentials: Research potential programs' faculty to see if anyone conducts research about or specializes in areas related to your interests. These faculty may offer insights into career prospects or help connect you to professional networks.
Program Culture: Determine which kind of program fits with your learning and social styles. Some schools offer close-knit cohorts and robust graduate student groups, while others offer a more professional environment.
Competitiveness: Research how competitive a school's admissions are. Many master's in computer science programs may offer information about acceptance rates to prospective applicants.
Available Specializations: Consider your career interests, then look for programs with specializations geared toward those goals. You can specialize in high-growth areas of the field to access niche roles with higher-than-average salaries.
Should You Get Your Master's in Computer Science Online?
Because of the integration of technology into coursework, computer science master's degrees may be particularly well-suited to the online experience. Prospective students considering online master's degrees should determine whether distance learning modalities align with their preferences. Since these programs often lack a traditional classroom structure, online enrollees need motivation, discipline, and time management skills.
Explore other computer science education options:
Questions About Master's in Computer Science Degrees
A master's degree in computer science offers the most straightforward path to advanced computer science careers. Degrees in data science, software development, and information technology can also prepare graduates for specialized roles in this field.
