Is Computer Engineering Hard?

Written by Coursera Staff • Updated on

Computer engineering is often considered a challenging yet exciting career with prospects across many industries.

[Featured Image] Two computer engineers stand in a server room and discuss strategies.

Key takeaways

Becoming a computer engineer requires dedicated work, but it can be worthwhile, as it opens up career possibilities in many industries. 

  • Computer engineering requires developing knowledge in math, physics, probability, computer science, and more.

  • Building foundational knowledge in computer engineering, having good time-management skills, and developing a strong support network can make learning computer engineering easier.

  • You can find computer engineering jobs in various industries, including health care, video game design, aerospace, information technology, and artificial intelligence.

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What is computer engineering?

Computer engineering is a fusion of computer science and electrical engineering that focuses on solving problems and improving things. It’s a fascinating field that lies at the heart of our everyday tech-savvy world, from your handy smartphone to powerful supercomputers. While you may immediately think of your laptop or cell phone, computer engineers design and build many types of electronics, such as the computer systems found in planes or cars, everyday appliances, communication networks, and more.

Read more: What Is Computer Engineering? Career Guide + FAQ

Is computer engineering hard? 

Many people see pursuing a computer engineering degree as a challenging yet rewarding journey, filled with opportunities to learn the intricacies of both computer hardware and software. Computer engineering can be exciting as you learn new concepts and technologies. 

Becoming a computer engineer takes more than just a knack for computers; it calls for a solid background in math, physics, probability, and more. This leads some people to consider the curriculum more intense than other fields.

In addition to math and science fundamentals, computer engineering requires a deep understanding of hardware and software. Computer engineers often design not only the tangible components of computer systems but also the software that makes them tick. So, while it can be challenging and demands a solid foundation in several subjects, the reward of being part of a field shaping the future can be worth every effort. 

How hard is it to become a computer engineer? The fundamentals

To be a fully accredited engineer, you must complete certain course requirements, including calculus and physics. College curricula are generally designed to meet these guidelines, so they can be a convenient option. However, you can seek individual courses as well. 

1. Calculus

Calculus is the study of how things change, and you can split it into two primary types: differential, which examines rates of change, and integral, which focuses on accumulation. In a computer science course, you can expect to delve into calculus. This type of mathematics is a powerful tool that helps engineers model systems and devise changes to meet their desired goals. 

These principles underpin various engineering theories and algorithms. Grasping the basics of calculus takes consistent effort and practice, and computer engineering curricula typically include several years of progressive calculus and applied calculus courses. Like learning a programming language, your formal classes will give you a solid foundation, and you must then learn to apply this knowledge to real-world problems.

2. Physics 

Physics, especially engineering physics, is an essential discipline for computer engineering, not only for foundational knowledge but also as a catalyst for innovation and progress. Fundamental principles such as electricity and magnetism provide a basis for understanding computer hardware components like semiconductor devices and transistors. Additionally, cutting-edge fields like solid-state electronics and optics are continually redefined by new applications of physics, pushing the boundaries of what’s possible in computer engineering. 

Most engineering programs require at least introductory physics courses, but you can often take more advanced physics courses if you like. This is an exciting opportunity to seek out elective courses in physics that intrigue you and connect with faculty in your areas of interest. 

3. Computer science

In computer engineering, you will also need knowledge of computer science principles. In these courses, you’ll learn about algorithms, data structures, and programming languages that form the backbone of software development. Depending on your time investment, it could take several months and years to learn the basics of a programming language such as Python or C++, and mastering it takes additional time. 

As with many skills, you will gain proficiency over time, and this can be an exciting time to try new projects and explore areas that interest you. Learning to code proficiently opens up many career opportunities, so this skill will likely serve you well in endeavors outside of computer engineering.

4. Probability and statistics

In computer engineering, probability and statistics underpin fields such as machine learning, artificial intelligence, and image processing. When learning these subjects, you will study the behaviors of both discrete and continuous random variables, explore different probability distributions and their functions, and learn principles like the law of large numbers and the central limit theorem. 

Statistics topics delve into sample mean and variance, estimating distributions, correlation, and regression. These are all essential for data interpretation. In some courses, you will also learn practical applications using tools like R statistics software. In many computer engineering programs, you will find probability and statistics courses specifically designed for engineers and real-world problem applications.

Is computer engineering a lot of math?

Yes, computer engineering requires extensive math knowledge in such areas as statistics, calculus, linear algebra, number theory, and graph theory. This knowledge will help you better understand data structures and programming languages.

How to make a computer engineering degree manageable 

Pursuing a bachelor’s or master’s degree in computer engineering is a great way to build the foundational skills needed to enter the field. You can also surround yourself with other motivated learners and professionals with experience in this area. When beginning a computer engineering degree, you can take several steps to facilitate a smoother path toward your dream career.

1. Establish a strong foundation.

As an early step, you can start by getting familiar with basic computer science concepts, programming, and introductory electronics. Utilizing online resources, such as those on Coursera, can be beneficial in establishing this foundation. 

While it’s not an expectation for you to be proficient right from the start, a bit of preparation could make your academic journey smoother. For a head start, you might consider courses and Specializations like the Fundamentals of Computing Specialization and Introduction to Hardware and Operating Systems, which introduce key software and hardware concepts.

2. Master your time management skills.

To help you succeed on your learning journey, time management skills are valuable to help you balance your academics, projects, personal time, and social activities. Creating a routine or a schedule will be essential to effectively juggling these aspects. You can employ the following tips to help you stay on track with challenging courses:

  • Set important course reminders.

  • Use a calendar.

  • Create a routine.

  • Take effective notes.

  • Break up your study routine.

Remember also to set aside time to socialize, rest, and recharge. Ensure you look after your mental and physical wellness and regularly incorporate movement, healthy eating, relaxation, and healthy sleeping patterns into your routine. 

3. Build a support network.

When working through challenging subjects, use available tutoring resources, form study groups, or use your instructors' office hours to clarify doubts. Active participation and networking can not only assist in overcoming academic hurdles but also in forging valuable connections in your field.

Remember, other learners in your program have taken or are taking the same courses you are. Forming a study group outside of class can be a great way to meet other learners and enhance your knowledge. Plus, you can learn strategies from your network for personal and academic success.

Computer engineering degrees: Return on investment

Computer engineering is a versatile degree that can open many doors for you professionally. In addition, the advanced skill set typically leads to a high pay rate across industries.

Job options

One of the benefits of being a computer engineer lies in the diversity of opportunities that the field presents. Since our modern world is practically built around computing technology, you can use your skills as a computer engineer virtually everywhere. Take a quick look at the various sectors you can explore with a computer science background.

  • Health care: Developing diagnostic software

  • Video game design: Designing new security protocols

  • Telecommunications: Designing more effective circuits

  • Aerospace: Improving airline software

  • Automotive: Creating better GPS technology

  • Computer software: Developing new cloud management techniques

  • Information technology: Improving wireless networking

  • Artificial intelligence (AI): Designing new AI technologies

Job salary and outlook

Your salary and outlook will depend on which of the many directions you decide is the right fit for you. While this is not a comprehensive list, take a look at three career options and the compensation for each. It’s also important to remember that location, experience, and industry will affect earnings.

Computer hardware engineer 

Computer hardware engineers enjoy high salaries thanks to their diverse skill sets. The US Bureau of Labor Statistics (BLS) reports the median salary for a computer hardware engineer is $155,020, and employment is expected to grow 7 percent from 2024 to 2034, which is faster than the average for all jobs [1].

If you go in this direction, you will explore the physical aspects of technology. You’ll research, design, and test computer systems and components, including networks, routers, memory devices, processors, and circuit boards. As a computer hardware engineer, your expertise doesn’t stop at computers, as you could also contribute to the design of tech used in cars, health care equipment, and home devices.

Software quality assurance analyst and tester

According to the BLS, the median salary for software quality assurance analysts and testers is $131,450, and the growth rate from 2024 to 2034 is predicted at 15 percent, much faster than average [2].

In this position, your role is crucial in ensuring software quality. You will design and implement programs that examine software for any glitches, report these issues to the developers, and subsequently review potential solutions.

Computer network architect

The BLS estimates that computer network architects earn a median salary of $130,390 per year, and projected growth is 12 percent from 2024 to 2034, which is much faster than average [3].

As a network architect, you’re responsible for designing, creating, and implementing data communication networks. This could range from local area networks (LANs) to wide area networks (WANs) or cloud infrastructures.

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Article sources

1

US Bureau of Labor Statistics. “Computer Hardware Engineers, https://www.bls.gov/ooh/architecture-and-engineering/computer-hardware-engineers.htm.” Accessed December 10, 2025.

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