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2027 Software Engineering Degree Underemployment Report: Which Graduates Are Most Likely to Work Below Their Education Level

Imed Bouchrika, PhD

by Imed Bouchrika, PhD

Co-Founder and Chief Data Scientist

Table of Contents

How likely is it for Software Engineering graduates to become underemployed?

Underemployment means working in a role that does not typically require the education level a graduate has earned. For software engineering graduates, this can include jobs such as retail supervisor, general administrative assistant, sales associate, basic help desk technician, manual QA clerk, or nontechnical operations coordinator when the work does not use software design, programming, testing, systems, or data skills at a degree-level standard.

The risk is real but uneven. The Federal Reserve Bank of New York's 2024 labor market outcomes data places computer science among the majors with lower underemployment than many fields, with an underemployment rate around the mid-teens for recent graduates.

That is a favorable benchmark, but it does not mean every software engineering graduate is protected; it means the degree has stronger labor-market alignment when the graduate can show applied technical capability.

This table summarizes the practical risk profile for different software engineering graduates. It is not a prediction of individual outcomes; it shows which signals tend to move a candidate closer to or farther from degree-level work:

Graduate profileUnderemployment riskWhy it mattersTypical early job outcome
Completed software internship or co-opLowerEmployers can verify workplace coding, collaboration, and delivery skillsJunior software engineer, QA automation analyst, DevOps associate
Strong portfolio but no internshipModerateProjects can offset limited experience if they are deployed, documented, and relevantEntry-level developer, contract developer, technical support engineer
Coursework only, limited GitHub activityHigherThe degree may not prove readiness for production systems or team workflowsHelp desk, manual QA, operations, general business role
Weak local market and no relocation or remote strategyHigherHiring volume varies widely by region and industry clusterNontechnical role while continuing the search

The most useful way to interpret software engineering underemployment is not "Is the degree worth it?" but "Does my profile look like a hireable junior engineer profile?" A graduate with a well-scoped portfolio, internship experience, and interview preparation is in a very different position from a graduate who only has classroom assignments and a generic resume.

Is the college curricula for Software Engineering keeping up with employer expectations?

Software engineering curricula are improving, but many programs still move more slowly than employer requirements. A solid curriculum usually teaches programming, algorithms, databases, operating systems, software design, testing, and project management.

Employers, however, often expect graduates to apply those foundations in modern workflows: version control, cloud deployment, CI/CD pipelines, security-aware coding, APIs, automated testing, and collaborative agile development.

The curriculum-employer gap is especially important because entry-level tasks are changing. AI coding assistants can speed up boilerplate code, test generation, and debugging, so employers have less patience for graduates who can only complete isolated classroom exercises. The stronger signal is whether a candidate can reason through requirements, review generated code, test it, secure it, and ship maintainable software.

The table below shows common curriculum strengths and gaps. Use it as a checklist when reviewing a program, planning electives, or deciding what to learn outside class:

AreaWhat many programs teachWhat employers often expectUnderemployment risk if missing
Programming fundamentalsJava, Python, C++, or similar languagesAbility to build, test, debug, and maintain real applicationsModerate
Software designObject-oriented design, requirements, UML, capstone projectsReadable architecture, API design, code reviews, maintainabilityModerate
DevOps and cloudOften elective or lightly coveredGit, CI/CD, containers, cloud basics, deployment experienceHigh
TestingUnit testing concepts or QA overviewAutomated testing, integration testing, test coverage, QA automationHigh for QA and platform roles
SecurityIntroductory cybersecurity conceptsSecure coding, authentication, secrets management, vulnerability awarenessModerate to high
Team workflowGroup projectsAgile boards, pull requests, documentation, stakeholder communicationHigh

Students should not assume a program is weak just because it does not cover every tool in current job postings. Tools change quickly. The better question is whether the program gives students enough applied practice to learn new tools, produce evidence of skill, and explain technical decisions in interviews.

Is the college curricula for Software Engineering keeping up with employer expectations?

How does underemployment for Software Engineering graduates compare with other majors?

Software engineering generally compares well with many majors because the degree maps directly to high-demand occupations. However, "low underemployment compared with other majors" is not the same as "low risk for every graduate." The risk depends on specialization, experience, geography, job-search timing, and whether the graduate targets roles that actually require software training.

National data helps put the risk in perspective. The Federal Reserve Bank of New York's 2024 outcomes data shows that majors with clear occupational pipelines, such as engineering and computer-related fields, tend to have lower underemployment than broad majors where the first job can be less credential-specific.

By contrast, some career-specific fields outside technology have licensing or credential pathways; for example, students comparing technology with counseling careers may evaluate structured options such as LMFT programs, where the education-to-occupation route is shaped by state licensure requirements.

This comparison shows how software engineering differs from other broad academic paths. The purpose is to help readers understand labor-market alignment, not to rank personal interests:

Major categoryDegree-to-job alignmentTypical underemployment pressureMain protection against low-credential work
Software engineering and computer scienceStrong when paired with applied projectsJunior-role competition and experience screensInternships, portfolio, coding interviews, cloud and testing skills
Traditional engineeringStrong in licensed or industry-specific rolesLocation and industry cyclesCo-ops, FE exam where relevant, industry tools
Business administrationModerate and broadMany roles accept multiple majorsInternships, analytics, finance, operations, or sales specialization
Humanities and social sciencesVariableDegree-level role may require additional specializationWriting, data, research, policy, teaching, or graduate pathway alignment
Health and licensed fieldsStrong when credential requirements are metProgram accreditation and licensure constraintsClinical hours, licensure eligibility, exam preparation

The practical takeaway is that software engineering students should think less like general college graduates and more like early professionals building a technical proof record. The major has strong upside, but weak execution during college can still lead to a first job below the graduate's education level.

What is the salary gap between underemployed Software Engineering graduates and those in degree-level jobs?

The salary gap between degree-level software roles and low-credential jobs is one of the clearest financial risks of underemployment. May 2024 BLS wage data lists the median annual wage for software developers at $133,080.

That figure reflects experienced workers as well as newer workers, so it should not be treated as an entry-level promise, but it shows the economic ceiling associated with degree-level software work.

By comparison, many fallback roles have much lower median wages and weaker long-term wage growth. The table below compares software-aligned roles with common low-credential alternatives using national BLS wage categories. These are occupational medians, not guaranteed outcomes for new graduates:

Role categoryDegree alignment for software engineering graduatesMay 2024 median annual wageCareer implication
Software developerHigh$133,080Best aligned with software design, coding, testing, and product work
Software quality assurance analyst or testerHigh to moderate$102,610Strong pathway if automation, scripting, and test engineering are involved
Computer support specialistModerate to low$61,550Can be a bridge if it includes technical troubleshooting and internal mobility
Customer service representativeLow$39,680Usually does not build software engineering credentials
Retail salespersonLow$34,730Creates a large opportunity cost if it becomes long term

The financial impact is not limited to take-home pay. Lower earnings can make student loan repayment harder, delay relocation to stronger tech markets, reduce the ability to pay for certifications or interview preparation, and make it harder to accept unpaid or low-paid technical opportunities later.

For graduates with debt, the safest approach is to combine income stability with a documented transition plan into a software-aligned role.

What barriers force Software Engineering graduates into low-credential roles?

Software engineering underemployment usually results from a combination of market timing and candidate readiness. A graduate may be capable, but if the resume does not show practical experience, the portfolio is thin, or the search is limited to a weak local market, the degree may not convert into a degree-level role quickly.

The most common barriers are specific enough to fix. Students and recent graduates should diagnose the issue before applying to hundreds of jobs with the same materials.

  • No internship or co-op experience: Employers use internships as evidence that a graduate can work in a team, handle feedback, and deliver code in a professional environment.
  • Generic projects: Calculator apps, class assignments, and copied tutorials rarely stand out unless they are expanded into deployed, documented, user-focused products.
  • Weak interview preparation: Many candidates fail not because they cannot code, but because they have not practiced data structures, system-design basics, debugging explanations, and behavioral stories.
  • Tool mismatch: A transcript may list programming courses, while job postings ask for Git, React, Node.js, Python, SQL, AWS, Docker, Kubernetes, or automated testing.
  • Limited search geography: Some regions have fewer entry-level software openings, and remote junior roles often attract national competition.
  • Overreliance on quick-apply platforms: Applicants who do not use referrals, alumni networks, GitHub visibility, meetups, or recruiter outreach may be filtered out before a human review.
  • Unclear job targeting: Applying simultaneously to frontend, backend, cybersecurity, data, QA, IT, and product roles with one resume can make the candidate look unfocused.

A useful red flag is repeated silence after applications. If a graduate submits 50 targeted applications and receives no screening calls, the problem is likely resume alignment, project evidence, or role selection. If screenings happen but offers do not, the problem is more likely interviewing, technical assessment performance, or communication.

How can Software Engineering graduates position their resumes for degree-level positions?

A software engineering resume should prove job readiness quickly. Recruiters and applicant tracking systems often scan for role-specific tools, project outcomes, internships, and measurable technical contributions. A resume that reads like a course catalog usually performs worse than one that shows what the candidate built, improved, tested, deployed, or automated.

Use the following sequence to reposition a resume for degree-level software roles. This process works best when each application is targeted to one role family, such as backend developer, frontend developer, QA automation, DevOps associate, data engineer, or technical support engineer:

  1. Choose one target role family and collect 10 to 15 current US job postings for that role.
  2. Highlight repeated technical requirements, such as SQL, REST APIs, Git, cloud services, unit testing, Python, Java, JavaScript, or Docker.
  3. Rewrite the skills section so it matches tools you can actually discuss and demonstrate.
  4. Move internships, capstones, open-source work, and deployed projects above unrelated work experience when they are more relevant.
  5. Use achievement bullets that explain the technical action and result, such as building an API, reducing load time, automating tests, or improving data validation.
  6. Add GitHub, portfolio, and live demo links only when the repositories are clean, documented, and appropriate for employer review.
  7. Prepare a short explanation for every major project: problem, users, architecture, trade-offs, testing, deployment, and what you would improve next.

Career pivots can also matter. Some software engineering graduates move toward technical product management, analytics, startup operations, or technology consulting. If a graduate is considering business leadership rather than hands-on engineering, an AACSB online MBA may be relevant later, but it should be evaluated against immediate software employability goals, cost, and work experience requirements.

Common resume mistakes include listing every language ever touched, hiding projects at the bottom, using vague bullets such as "worked on app," and submitting the same resume to every role. The better alternative is a narrow, evidence-heavy resume that makes the hiring manager's decision easier.

Are there certifications that Software Engineering graduates can secure to qualify for degree-level roles?

Certifications can help software engineering graduates when they validate a skill that employers already request. They are not substitutes for coding ability, internships, or projects, but they can reduce underemployment risk when used strategically, especially for cloud, security, data, and IT-adjacent software roles.

The table below summarizes certifications that may support degree-level or software-adjacent roles. The best choice depends on the target role, existing skill level, and whether the graduate can build projects that use the certified skill.

CertificationBest fitHow it may helpLimitations
AWS Certified Cloud PractitionerCloud-aware entry-level candidatesShows basic cloud literacy for developer, support, or DevOps-adjacent rolesToo introductory by itself for most engineering roles
AWS Certified Developer AssociateBackend, cloud, and platform rolesSignals ability to work with cloud services in application developmentNeeds projects using deployment, APIs, storage, and monitoring
Microsoft Azure FundamentalsStudents targeting Microsoft-heavy employersDemonstrates familiarity with cloud concepts and Azure servicesIntroductory and not a replacement for programming evidence
CompTIA Security+Security-aware developers and junior cybersecurity pathsUseful for secure coding, compliance-heavy employers, and security-adjacent rolesDoes not prove software development ability
Google Data Analytics or similar analytics credentialAnalytics or data-adjacent pivotsCan support SQL, dashboards, and data workflow credibilityLess relevant for core software engineer roles
Certified Kubernetes Application DeveloperContainerized application and DevOps pathsCan strengthen platform and deployment credibilityBetter after Docker, Linux, and cloud fundamentals are already solid

The best certification strategy is narrow. Pick one credential that appears repeatedly in target job postings, complete it, and pair it with a project that proves the skill in practice. For example, an AWS Developer Associate credential is stronger when accompanied by a deployed API, automated tests, infrastructure documentation, and monitoring notes.

Graduates considering management credentials should be careful not to use them as a substitute for technical readiness. If the long-term goal is product leadership or startup management, researching the easiest MBA program to get into may be useful later, but early-career software underemployment is usually better addressed first through technical evidence, referrals, and targeted experience.

What steps can Software Engineering students take to improve their chances of securing degree-level roles?

The strongest protection against underemployment starts before graduation. Software engineering students should build a job-search system that turns coursework into evidence, evidence into interviews, and interviews into degree-level offers.

Use this step-by-step plan beginning as early as sophomore year. If graduation is near, compress the same steps into a focused 90-day campaign:

  1. Audit the curriculum against job postings: Compare required courses with current entry-level postings in your target role and identify missing tools, frameworks, and workflows.
  2. Secure applied experience early: Prioritize internships, co-ops, research assistantships, campus IT development work, startup projects, or nonprofit software projects before senior year.
  3. Build one portfolio per target role: A backend candidate should show APIs, databases, authentication, testing, and deployment; a frontend candidate should show usability, state management, performance, and accessibility.
  4. Practice technical interviews weekly: Include coding problems, debugging walkthroughs, behavioral answers, and explanations of trade-offs from your own projects.
  5. Use networking before mass applications: Contact alumni, former interns, faculty industry partners, meetup organizers, and recruiters with a concise message and a relevant portfolio link.
  6. Apply by role family, not randomly: Create separate resumes for software development, QA automation, cloud, data, or technical support pathways instead of using one broad resume.
  7. Evaluate fallback offers carefully: Accept a low-credential role only if it solves an immediate financial need or offers a credible path to technical experience, and set a specific exit deadline.
  8. Keep skills current after graduation: Continue shipping projects, contributing to open source, completing certifications, or freelancing in small scopes while searching.

Internships generally carry more weight than academic projects because they show workplace reliability, but strong projects can still help when they are original, deployed, documented, and relevant to a real user or business problem. The ideal profile has both: workplace experience and visible technical artifacts.

Students should also evaluate programs before enrolling. Look for career services with software-specific employer relationships, required capstones, co-op options, active alumni networks, modern electives, cloud or security exposure, and transparent placement support. A lower-cost program with strong internships may produce a better practical return than a more expensive program with weak employer connections.

Other Things You Should Know About Software Engineering

Should software engineering graduates take unpaid internships after graduation?

Usually, unpaid post-graduation work should be approached cautiously. It may help only if it provides substantial software experience, mentorship, portfolio material, and a short timeline. Paid internships, apprenticeships, contract projects, or junior technical roles are generally safer options.

Is a bootcamp useful for a software engineering graduate who is underemployed?

A bootcamp may help if the graduate's degree lacked practical projects in a specific stack, but it is not always necessary. Many graduates get better value from targeted projects, interview practice, cloud or testing certifications, and networking.

Can a help desk job lead to a software engineering role?

It can, but only if the graduate intentionally adds technical work such as scripting, automation, internal tools, API troubleshooting, or cloud support. A help desk role with no coding or transfer path can become a detour.

How many projects should a software engineering graduate have in a portfolio?

Quality matters more than quantity. Two or three complete, documented, deployed projects that match the target role are usually more persuasive than many unfinished tutorials or classroom assignments.

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