What Can You Do With a Computer Science Degree?

In 2026, the answer to “what can you do with a computer science degree?” is changing as AI reshapes how technical work gets done. Computer science is not obsolete, but the baseline for many tech roles is shifting. Employers may still need people who understand programming, algorithms, databases, systems, security, and software design. Increasingly, they may also need workers who understand how AI tools fit into development workflows, data products, automation, risk management, and business operations.

A computer science degree can help prepare you for roles that involve building, improving, securing, and managing the software and systems people use every day. It may also help you understand how AI can be used responsibly to support technical goals for a business, nonprofit, school, or other organization. Depending on your interests and experience, that could include software development, cybersecurity, data science, data engineering, artificial intelligence, machine learning, cloud computing, mobile applications, embedded systems, or technical product work.

Is a Computer Science Degree Still Worth It in 2026?

The online conversation about computer science careers can sound bleak. Students may see articles asking whether computer science graduates can still thrive in the AI era, posts claiming that computer science is “dead,” warnings that entry-level tech jobs are disappearing, or predictions that AI will replace software developers. The real story is more complicated. Recent reporting on research from MIT’s Computer Science and Artificial Intelligence Laboratory described AI’s labor-market impact as a shift in tasks rather than a simple replacement of workers, which is a helpful way to think about computer science careers: the field itself is not disappearing, but the skills needed to compete are changing.

The labor-market data also point to a mixed picture. According to the Bureau of Labor Statistics, computer and information technology occupations are projected to grow much faster than average from 2024 to 2034, with about 317,700 openings projected each year and a median annual wage of $105,990 in May 2024. At the same time, Indeed Hiring Lab reported that tech job postings were down 36% from early 2020 levels as of July 2025, and experience requirements have tightened in parts of the tech market.

For students and career changers, that means a computer science degree may still be valuable, but it should not be treated as a job guarantee. The stronger path is to pair the degree with practical experience, internship, or work experience when possible, a portfolio of projects, and current skills in areas such as AI, cloud computing, cybersecurity, data systems, and software engineering. In 2026, the question is less “computer science or AI?” and more “how can I use computer science fundamentals to build, evaluate, secure, and improve AI-enabled systems?”

Below, we look at computer science jobs in general and then explore several career paths that may be available to people with a computer science background.

Computer Science Career Paths

Computer science is not one single career path. It can lead to roles in software engineering, cybersecurity, data, AI, cloud infrastructure, systems analysis, product management, research, teaching, and technical consulting. Some jobs are more coding-heavy, while others focus on translating business needs into technical solutions, securing systems, designing databases, managing teams, or helping organizations use technology more effectively.

Education expectations vary by role. Many entry-level technology jobs ask for a bachelor’s degree in computer science, information technology, data science, engineering, mathematics, or a related field. Some roles, such as computer and information research scientists or postsecondary computer science professors, may require a master’s degree or a Ph.D. Other roles may place greater weight on experience, certifications, project work, technical interviews, or a portfolio demonstrating what you can build.

Salary data also varies by occupation, location, industry, and experience level. BLS wage data applies to occupations, not specifically to graduates of a particular computer science degree program. A degree may help you build relevant technical foundations, but it does not guarantee a specific job title, salary, promotion, or employment outcome.

Computer Science Jobs Data

The job growth and openings projections in this section come from the Bureau of Labor Statistics Occupational Outlook Handbook and reflect 2024–2034 employment projections. Salary figures come from the BLS Occupational Employment and Wage Statistics program and reflect May 2025 wage data where available. BLS data applies to occupations, not specifically to graduates of computer science degree programs. Actual pay, hiring demand, job requirements, and advancement opportunities may vary by employer, industry, location, experience level, technical skills, portfolio quality, and broader labor-market conditions.

Modern job titles do not always match BLS occupation names exactly. For example, titles such as AI engineer, cloud engineer, data engineer, DevOps engineer, and technical product manager may map to more than one BLS category depending on the employer and job responsibilities. When there is no exact BLS match, we note the closest related occupation or use BLS data as a broad labor-market context rather than a precise salary estimate for that title.

Software Developer

What is the job? Software developers design, build, test, and improve applications, systems, and software tools. They may work on web applications, mobile apps, enterprise software, internal business tools, cloud platforms, games, operating systems, or software embedded in devices.

Where could you work? Software developers work across industries, including technology, finance, healthcare, retail, government, education, media, manufacturing, logistics, and consulting.

Growth and pay: According to the BLS, software developers, quality assurance analysts, and testers are projected to grow 15% from 2024 to 2034, with about 129,200 openings projected each year. The BLS reported a median annual wage of $135,980 for software developers in May 2025.

Learn more: If you are comparing technical education pathways, review our guide to computer science and consider how coursework in programming, algorithms, databases, software engineering, and systems design connects to software development roles.

Web Developer or Full-Stack Developer

What is the job? Web developers build and maintain websites, web applications, and digital interfaces. Front-end developers focus on what users see and interact with; back-end developers work on servers, databases, APIs, and application logic; and full-stack developers work across both sides.

Where could you work? Web developers may work for software companies, agencies, retailers, media organizations, universities, nonprofits, government agencies, startups, or in-house technology teams across many industries.

Growth and pay: According to the BLS, employment for web developers and digital designers is projected to grow 7% from 2024 to 2034, with about 14,500 openings projected each year. The BLS reported a median annual wage of $92,650 for web developers in May 2025.

Learn more: Review our web developer career guide for a deeper look at web development responsibilities, skills, education paths, and related roles.

Software Quality Assurance Analyst or Test Automation Engineer

What is the job? Software quality assurance analysts and test automation engineers help ensure software works as intended. They may write test plans, build automated tests, identify bugs, document issues, test user flows, and work with developers to improve reliability, security, performance, and usability.

Where could you work? QA and test automation roles may be found in software companies, enterprise IT teams, financial services, healthcare technology, gaming, retail, government technology teams, cybersecurity firms, and consulting organizations.

Growth and pay: According to the BLS, employment for software developers, quality assurance analysts, and testers is projected to grow 15% from 2024 to 2034, with about 129,200 openings projected each year. The BLS reported a median annual wage of $104,300 for software quality assurance analysts and testers in May 2025.

Learn more: Review our coding bootcamp guide if you are exploring practical, project-based training options for coding, testing, and software development skills.

AI or Machine Learning Engineer

What is the job? AI and machine learning engineers help build, evaluate, deploy, and improve systems that use machine learning models or AI tools. Depending on the role, they may work on recommendation engines, natural language processing, computer vision, predictive systems, AI-powered products, or model deployment workflows.

Where could you work? AI and machine learning roles may be found in software companies, healthcare, finance, cybersecurity, educational technology, robotics, manufacturing, research organizations, consulting firms, and companies that build AI-enabled products.

Growth and pay: The BLS does not publish a dedicated occupation category for “AI engineer” or “machine learning engineer.” Depending on the responsibilities, these jobs may map most closely to BLS categories such as software developers, quality assurance analysts, testers, data scientists, or computer and information research scientists. For comparison, the BLS reported a median annual wage of $120,230 for data scientists in May 2025. Use BLS data as a broad labor-market context, and review current job postings to understand pay, requirements, and demand in your target market.

Learn more: Review our guide to data science vs. machine learning to better understand how AI, ML, and data science roles overlap and differ.

Data Scientist

What is the job? Data scientists use statistics, programming, machine learning, and domain knowledge to analyze data and help organizations answer complex questions. Their work may include cleaning data, building models, testing hypotheses, visualizing results, and explaining findings to business or technical audiences.

Where could you work? Data scientists work in technology, healthcare, finance, insurance, retail, government, education, manufacturing, marketing, research, and consulting.

Growth and pay: According to the BLS, employment for data scientists is projected to grow 34% from 2024 to 2034, with about 23,400 openings projected each year. The BLS reported a median annual wage of $120,230 for data scientists in May 2025.

Learn more: Review our data scientist career guide for more details on responsibilities, skills, education paths, and related roles.

Data Engineer

What is the job? Data engineers build and maintain the systems that collect, move, transform, store, and make data available for analysis, reporting, machine learning, and business operations. Their work may involve data pipelines, databases, cloud platforms, APIs, workflow automation, and data quality checks.

Where could you work? Data engineers may work for technology companies, financial institutions, healthcare organizations, retailers, logistics companies, government agencies, consulting firms, and organizations with large data systems.

Growth and pay: The BLS does not publish a dedicated occupation category for “data engineer.” Depending on the job, the closest BLS categories may include database administrators and architects, software developers, quality assurance analysts, testers, or data scientists. For comparison, the BLS reported a median annual wage of $110,770 for database administrators in May 2025. Use BLS data as a broad labor-market context, and review current data engineering postings to understand pay, requirements, and demand in your target market.

Learn more: Review our data engineer career guide to learn more about data pipelines, infrastructure, and related technical skills.

Database Administrator or Database Architect

What is the job? Database administrators and database architects work with the systems organizations use to store, organize, protect, and access data. Database administrators often focus on performance, backups, permissions, and reliability, while database architects may focus more on designing data models and long-term database structures.

Where could you work? Database professionals may work in enterprise IT teams, cloud computing, healthcare, banking, insurance, government, education, software companies, retail, manufacturing, and consulting.

Growth and pay: According to the BLS, employment for database administrators and architects is projected to grow 4% from 2024 to 2034, with about 7,800 openings projected each year. The BLS reported a median annual wage of $110,770 for database administrators in May 2025.

Learn more: Review our data architect career guide if you are interested in designing data systems, databases, and enterprise data structures.

Information Security Analyst or Cybersecurity Consultant

What is the job? Information security analysts and cybersecurity consultants help organizations protect networks, systems, applications, and data. Their work may include monitoring threats, investigating incidents, testing systems for vulnerabilities, recommending security controls, and helping organizations prepare for cyberattacks.

Where could you work? Cybersecurity professionals may work for technology companies, cybersecurity firms, banks, hospitals, insurance companies, government agencies, defense contractors, schools, retailers, utilities, and consulting firms.

Growth and pay: According to the BLS, employment for information security analysts is projected to grow 29% from 2024 to 2034, with about 16,000 openings projected each year. The BLS reported a median annual wage of $129,180 for information security analysts in May 2025.

Learn more: Review our information security analyst career guide for more on cybersecurity responsibilities, skills, and education paths.

Cloud Engineer, DevOps Engineer, or Site Reliability Engineer

What is the job? Cloud engineers, DevOps engineers, and site reliability engineers help build and maintain the infrastructure that supports modern software systems. Their work may involve cloud platforms, deployment pipelines, automation, monitoring, containers, networking, system reliability, and incident response.

Where could you work? These roles may be found at software companies, cloud providers, enterprise IT departments, banks, healthcare organizations, media companies, cybersecurity firms, government contractors, startups, and consulting firms.

Growth and pay: The BLS does not publish dedicated occupation categories for “cloud engineer,” “DevOps engineer,” or “site reliability engineer.” Depending on the role, these jobs may map to BLS categories such as software developers, quality assurance analysts, and testers, computer systems analysts, or network and computer systems administrators. For comparison, the BLS reported a median annual wage of $105,850 for computer systems analysts in May 2025. Use BLS data as a broad labor-market context, and review current job postings to understand pay, requirements, and demand in your target market.

Learn more: Explore our data science degree specialties resource if you are comparing technical pathways that may include cloud, data engineering, machine learning, or applied computing.

Computer Systems Analyst or IT Consultant

What is the job? Computer systems analysts help organizations improve how technology supports business operations. They may study current systems, gather requirements, recommend new tools, help design technology solutions, and communicate between business and technical teams.

Where could you work? Systems analysts and IT consultants may work in enterprise IT departments, consulting firms, software implementation teams, healthcare systems, financial institutions, government agencies, universities, and companies, replacing or modernizing internal systems.

Growth and pay: According to the BLS, employment for computer systems analysts is projected to grow 9% from 2024 to 2034, with about 34,200 openings projected each year. The BLS reported a median annual wage of $105,850 for computer systems analysts in May 2025.

Learn more: Review our computer systems analyst career guide to learn more about this business-and-technology career path.

Business Analyst

What is the job? Business analysts help organizations identify problems, evaluate options, and improve processes, systems, products, or operations. Some focus on data and reporting, while others focus on requirements gathering, process improvement, technology implementation, or communication between business and technical teams.

Where could you work? Business analysts may work in finance, healthcare, insurance, consulting, government, education, retail, software, operations, human resources, and enterprise technology teams.

Growth and pay: The BLS does not publish a dedicated occupation category for the exact title “business analyst.” Depending on the job, the closest BLS categories may include management analysts, computer systems analysts, or operations research analysts. For comparison, the BLS reported a median annual wage of $88,940 for operations research analysts in May 2024. Use BLS data as a broad labor-market context, and review current job postings to see whether a role emphasizes business process improvement, data analysis, systems requirements, or project coordination.

Learn more: Review our business analyst career guide for a closer look at responsibilities, skills, and related career paths.

Product Manager or Technical Product Manager

What is the job? Product managers help guide software products from idea to launch and improvement. They may define product goals, prioritize features, coordinate with engineering and design teams, analyze user needs, and measure whether a product is meeting business or customer goals.

Where could you work? Product managers may work for software companies, startups, enterprise technology teams, healthcare technology companies, fintech companies, education technology companies, AI product teams, data platform companies, or consulting firms.

Growth and pay: The BLS does not publish a dedicated occupation category for “product manager” or “technical product manager.” Depending on the role, the closest BLS categories may include computer and information systems managers, software developers, quality assurance analysts and testers, and management analysts. For comparison, the BLS reported a median annual wage of $101,860 for management analysts in May 2024. Use BLS data as a broad labor-market context, and review current job postings to understand whether a product role expects technical depth, business experience, data skills, or prior product experience.

Learn more: Review our data science careers hub for related technical and business-facing paths in data, analytics, and technology.

Computer and Information Research Scientist

What is the job? Computer and information research scientists study and solve complex computing problems. Their work may involve algorithms, artificial intelligence, robotics, programming languages, computer architecture, computational theory, data systems, or new ways of applying computing to science, medicine, business, or government.

Where could you work? Research scientists may work in universities, government labs, private research organizations, technology companies, defense contractors, AI labs, robotics companies, scientific computing groups, or advanced product teams.

Growth and pay: According to the BLS, employment for computer and information research scientists is projected to grow 20% from 2024 to 2034, with about 3,200 openings projected each year. The BLS reported a median annual wage of $140,300 for computer and information research scientists in May 2025. Many roles in this category require a master’s degree or Ph.D.

Learn more: Review our guide to Ph.D. in data science programs if you are considering research-focused graduate study.

What Skills Can Help Computer Science Graduates Compete?

Because computer science career paths vary, the most useful skills depend on the job you want. A student targeting software development may need a different mix of skills than someone targeting cybersecurity, data engineering, AI, or business analysis. Still, several skill areas are common across many computer science careers:

• Programming fundamentals, including data structures, algorithms, debugging, version control, and software design.
• Databases and data management, including SQL, data modeling, cloud databases, and data quality.
• Systems knowledge, including operating systems, networks, APIs, distributed systems, and cloud infrastructure.
• Security awareness, including secure coding, access control, incident response basics, and privacy considerations.
• AI and automation literacy, including when to use AI tools, how to evaluate their output, and where human review is still necessary.
• Communication skills, including explaining technical work to nontechnical audiences, writing documentation, and working across teams.
• Practical experience, including internships, capstone projects, open-source work, freelance projects, research, hackathons, or a portfolio.

How Should You Choose a Computer Science Career Path?

Start with the kind of work you want to do most often. If you like building products and writing code, software development or web development may be a good fit. If you like infrastructure, automation, and systems reliability, cloud, DevOps, or site reliability work may be worth exploring. If you like models, data, and experimentation, AI, machine learning, data science, or data engineering may be a good fit. If you like security, risk, and investigation, information security may be a strong path. If you like working across business and technical teams, systems analysis, business analysis, product management, or IT consulting may be a good fit.

It can also help to review job postings in your target market before choosing electives, projects, certifications, bootcamps, or graduate programs. Look for repeated requirements, such as programming languages, cloud platforms, databases, frameworks, security tools, AI tools, communication expectations, portfolio projects, and years of experience. Then compare those requirements with your current skills and the curriculum or learning path you are considering.

In 2026, it is also worth asking how each path uses AI. For some roles, AI may be part of coding, testing, documentation, analytics, automation, or security workflows. For others, it may be the product itself. The strongest path is usually one that helps you build durable computer science fundamentals while also learning how to evaluate, use, and improve AI-enabled tools responsibly.

For more career options, explore our broader STEM career paths resource.