Whether you are ready to make a career pivot into computer science or pursue further opportunities in the field, a master’s degree in computer science gives you the opportunity to build valuable skills and knowledge within this dynamic, fast-evolving discipline.
As you explore computer science degree programs at the graduate level, you may be wondering what to expect in terms of course structure, duration, curriculum, and electives. And while no two programs are exactly alike, the purpose of this article is to help you gain a general understanding of what a master’s in computer science program might entail.
What a Master’s Degree in Computer Science Covers
A master’s degree in computer science is a graduate-level degree that is designed to expand upon a bachelor’s degree in the same field. Many computer science professionals pursue a master’s degree as a means of advancing their skill sets to leverage in more specialized or leadership roles within the industry.
Program Structure and Duration
Computer science programs are not identical, so it is important to review the program curriculum at your chosen school for specific details about structure and duration. In general, however, a master’s degree in computer science takes anywhere from one to three years to complete — and this is largely based on whether a student is enrolled part- or full-time.
A master’s in computer science program is usually broken down into certain amounts of prerequisite courses, core courses, and elective courses.
Admission Requirements
Most master’s in computer science programs call for applicants to hold an existing bachelor’s degree in computer science or a related field. Some programs may require proof of a minimum GPA from a previous program, although applicants with a GPA that does not meet the threshold may still be considered under certain circumstances. Some programs may also require students to submit Graduate Record Examination (GRE) scores.
Core Curriculum of a Computer Science Master’s Program
The core curriculum of a computer science master’s degree program encompasses the courses that all students in the program are required to take. These may vary by specific program, but typically include a series of fundamental computer science and mathematics courses.
Fundamental Computer Science Courses
A master’s degree in computer science builds upon foundational concepts covered in an undergraduate degree program. As a result, core computer science courses tend to be more advanced, covering essential topics in the field such as:
- Data analysis
- Software engineering
- Cloud computing
- Networking and database systems
Essential Mathematics and Algorithms
An advanced degree in computer science may also require a more in-depth understanding of mathematics, with core coursework often covering areas like:
- Algorithm design
- Statistical analysis
- Algebra and calculus
- Data structures
Elective Focus Areas
Depending on where in the field you might wish to focus, your master’s in computer science program may include elective classes, too, which enable you to choose the courses that are most relevant to your interests and goals.
Artificial Intelligence and Machine Learning Topics
Both artificial intelligence (AI) and machine learning (ML) are emerging topics in the computer science field, with computer science professionals now relying on these technologies to automate tasks, identify trends, and even make predictions. Those in a computer science master’s program may take relevant coursework in machine learning, natural language processing, or robotics to explore these areas and sharpen their skills.
Data Science, Big Data Analytics, and Visualization
As more data is collected than ever before, computer science professionals are turned to for help making sense of that data. With specialized coursework in data science, big data analytics, and data visualization, graduates of a master’s in computer science program may be better prepared to work with large data sets and extract valuable insights from them.
Cybersecurity and Information Assurance Concepts
Meanwhile, as the size and frequency of cyberattacks continue to increase globally, computer science professionals may help safeguard data through cybersecurity strategies and information assurance techniques. A master’s in computer science program, then, may offer specialized coursework in cybersecurity, information assurance, and related topics to help students advance their competencies in these areas.
Emerging Fields and Interdisciplinary Options
The field of computer science is anything but static; it is constantly changing, and professionals in the field must be prepared to adapt along with it. As you consider a master’s in computer science program, you might seek an option that offers coursework in the following emerging areas.
Human-Computer Interaction and UX Design
This area of computer science focuses specifically on how humans interact with various technologies. With instruction on human-computer interaction (HCI) and user experience (UX) design under your belt, you may be better prepared for tasks that require you to design user-friendly and intuitive interfaces.
Ethical and Social Dimensions of Advanced Software Engineering
Likewise, computer science professionals interested in software engineering work should explore coursework and development opportunities in the areas of social and ethical awareness, especially when it comes to avoiding algorithmic bias and ensuring consumer data privacy.
Research, Thesis, and Project Pathways
As you explore master’s in computer science programs, you may find that many schools offer a mix of coursework-only, thesis, and project pathways. Which might be ideal for you?
Comparing Coursework-Only, Thesis, and Project Options
In a coursework-only degree program, students earn their degree by simply completing the coursework and credit hour requirements outlined in the curriculum. Some programs, on the other hand, require students to complete a thesis or master’s project that is research-intensive and/or involves applying computer science theories and concepts to a real-world scenario.
Thesis and project options may take the place of “traditional” coursework, offering students the chance to gain practical, hands-on experience that may better prepare them for more complex duties in the field. On the other hand, a coursework-only program may offer a more straightforward approach to earning an advanced degree.
Internship and Industry Collaboration Opportunities
Additionally, some computer science programs at the graduate level may offer opportunities for students to network and collaborate with others in the field — including not just fellow peers/classmates but also industry partners. In some cases, schools may even have robust internship connections, giving students more prospects to gain hands-on experience by working as interns during their time in a degree program. These experiences can provide practical exposure to professional settings and connect students with peers and practitioners in the field, offering insights that may prove useful after graduation.
Frequently Asked Questions:
What are the most popular specializations in a computer science master’s program?
Popular specializations in computer science tend to focus on important, niche areas of the industry. These include artificial intelligence, machine learning, cybersecurity, software engineering, and data science, for example.
How do I choose the right specialization track for my goals?
As you consider which computer science specialization may be right for you, take into account your own strengths, interests, and long-term goals. To help inform your decision, you may also want to conduct your own research on the job market for a few of the specializations you are considering.
Are online master’s programs in computer science respected by employers?
Yes, online master’s degree programs in computer science are typically respected in the industry as much as degrees that are earned in person. Online degree programs have become a popular way for dedicated, working professionals to earn their degrees without putting their work (or other responsibilities) on hold.
What are the typical career outcomes after graduation?
While earning a master’s degree does not guarantee employment or advancement in the field, graduates of a master’s in computer science program may have gained the skills and knowledge needed to explore higher-level or more specialized/leadership roles — or even make a career shift from another industry.
Could I switch specializations after enrolling in a master’s program?
This may vary from program to program, so it is best to check with an academic advisor if you are considering switching specializations. Generally, making the change may be easier if you are not very far into your program or do not mind taking a couple of extra courses to catch up.
Pursue Your Master’s in Computer Science at Post University
No matter which area of computer science is most compelling to you, advancing your education and skill set with a master’s degree in computer science could help you specialize your knowledge while exploring industry-relevant coursework in artificial intelligence, machine learning, software engineering, and beyond.
At Post University, our m includes coursework in areas such as artificial intelligence, software engineering, and data science, delivered in flexible formats. The program also incorporates project-based assignments and opportunities to collaborate with external partners where available.
Learn more about our master’s in computer science program by getting in touch today, then get started by applying for admission.
Thank you for reading! The purpose of this blog is to provide general information to the reader, and as such, this information may not directly relate to programs offered by Post University.
Please note jobs and/or career outcomes highlighted in this blog do not reflect jobs or career outcomes expected from enrolling in or graduating from any Post program.