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2026 General 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

How likely is it for General graduates to become underemployed?

General graduates have a moderate-to-high underemployment risk because the degree usually signals broad college-level ability rather than preparation for one specific occupation. Employers may value the writing, research, teamwork, and problem-solving skills that come with a General degree, but many entry-level postings now ask for proof of job-ready tools, internships, data skills, customer-facing experience, or industry knowledge.

The risk is not the same for every graduate. The table below separates common outcomes by how well the job uses a bachelor's-level General education.

Outcome typeTypical rolesDegree-use levelWhat it means for the graduate
Strong degree-level fitProgram coordinator, research assistant, HR assistant, communications associate, policy aide, analyst traineeHighThe role uses writing, analysis, coordination, and judgment, and it can lead to a clearer professional ladder.
Bridge roleSales development representative, recruiting coordinator, nonprofit outreach associate, operations assistantMixedThe job may not fully use the degree at first, but it can become degree-level if it builds measurable skills and internal mobility.
Low-credential fallbackRetail associate, food service worker, cashier, basic call center representative, receptionist without advancement trackLowThe role may provide income but often does not build the evidence employers expect for degree-level General career paths.

Recent graduates are most vulnerable when they leave school without an internship, a defined occupational target, or a portfolio of work samples. A General degree can still be worthwhile, but it needs to be treated as a platform, not a complete career plan by itself.

Is the college curricula for General keeping up with employer expectations?

General curricula can align well with employer expectations when programs require applied writing, quantitative reasoning, digital tools, career projects, and internships. The problem is that many General programs still allow students to assemble broad coursework without building a visible employment signal. That can make graduates look capable but hard to place.

Employer expectations have shifted toward skills-based evidence. AI tools also affect entry-level work by automating routine drafting, research summaries, scheduling, and basic reporting, which means new graduates must show higher-value judgment, tool fluency, and project ownership earlier than before.

The table below shows where a broad General curriculum may fall short and what employers usually want to see instead.

Curriculum areaCommon gapEmployer expectationDegree-level career relevance
Writing and communicationAcademic essays without business or public-facing samplesBriefs, reports, proposals, web copy, stakeholder updatesCommunications, policy, HR, nonprofit, operations
ResearchLibrary research without applied data interpretationSurvey summaries, market scans, evidence-based recommendationsResearch assistant, analyst trainee, program associate
Quantitative reasoningBasic general education math onlyExcel, spreadsheets, dashboards, basic statistics, data storytellingOperations, sales analytics, HR analytics, public administration
Career preparationOptional internships or late job-search supportInternship experience, employer projects, alumni referralsAll degree-level entry paths
Technology useLimited exposure to workplace platformsCRM, project management tools, collaboration software, AI-assisted workflowsBusiness operations, marketing, recruiting, administration

If a student discovers late that their General program lacks business depth, graduate study is one option, but it should be chosen carefully. For example, an AACSB accredited online MBA may make sense for graduates who already have work experience and want a structured business credential, but it is usually not the fastest fix for a senior who simply needs an internship, portfolio, and targeted entry-level applications.

Is the college curricula for General keeping up with employer expectations?

How does underemployment for General graduates compare with other majors?

General graduates usually face higher underemployment risk than graduates from programs tied to licensed, technical, or tightly defined occupations. The New York Fed's recent major-level labor market tracking shows that underemployment is not evenly distributed across majors: career-specific fields such as nursing and engineering tend to have stronger degree-to-job alignment, while broad humanities, social science, and generalist pathways tend to face more mismatch.

The table below compares General degrees with several common major categories using the most important decision factor: how directly the major maps to degree-level openings.

Major categoryTypical underemployment exposureWhy the risk differsBest protection strategy
General studies or broad liberal artsOften above the all-major recent graduate benchmark of roughly 40%The degree is flexible, but employers may not see a specific job function without added experience or specialization.Choose a career track by junior year and build internship, tool, and portfolio evidence.
Nursing and allied healthUsually lowerLicensure and clinical training create a direct hiring pathway.Complete required clinical hours and state licensing steps.
Engineering and computer scienceUsually lower, though competition varies by marketTechnical projects and occupational titles are clearer to employers.Build applied projects, internships, and current software skills.
Business administrationModerateThe degree is broad but more directly tied to corporate functions than many General programs.Specialize in analytics, accounting, supply chain, HR, or finance.
Psychology, communications, and social sciencesOften moderate-to-highMany roles require graduate training or practical experience for degree-level entry.Add research, data, counseling-adjacent, HR, or communications experience.

The main lesson is not that General degrees are weak. It is that they are less self-explanatory. A nursing graduate applies for nursing jobs; a General graduate must translate the degree into a credible business, public-sector, nonprofit, education-adjacent, or communications pathway.

Table of Contents

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

The salary gap between degree-level roles and low-credential fallback work can be large. BLS May 2024 wage data is useful here because it compares occupation medians, not promises for any individual graduate. Location, employer size, experience, and industry can all move pay up or down.

The table below compares common degree-level destinations for General graduates with common fallback roles. The point is not that every General graduate will enter the higher-paying job immediately, but that role alignment strongly affects earning potential.

Role typeExample occupationBLS May 2024 median annual payTypical degree-use level
Degree-levelManagement analyst$101,190High
Degree-levelMarket research analyst$76,950High
Degree-levelHuman resources specialist$72,910High
Degree-levelPublic relations specialist$69,780High
Low-credential fallbackCustomer service representative$39,680Low-to-mixed
Low-credential fallbackRetail sales worker$34,730Low

Using these occupation medians, the difference between a human resources specialist role and a customer service representative role is about $33,000 per year. That gap can affect loan repayment, savings, housing choices, and the ability to accept unpaid or low-paid career-building opportunities later.

Debt also matters. Federal Direct undergraduate loans first disbursed for the 2024-25 award year carried a fixed interest rate of 6.53%, which makes prolonged low earnings more costly for borrowers. Graduates who must take a lower-paying role should contact their loan servicer early, compare repayment options, and avoid assuming that a temporary income problem will fix itself without a career plan.

What barriers force General graduates into low-credential roles?

General graduates are often pushed into low-credential roles by a combination of weak career targeting, limited work experience, local labor market constraints, and unclear employer signals. The degree may be valuable, but the job market rewards clarity. If an employer cannot tell what professional function a graduate is ready to perform, the application often loses to a candidate with a more specific major, internship, certificate, or portfolio.

The most common barriers are avoidable if students address them before graduation. These mistakes are especially risky for General majors because the degree gives flexibility but not automatic occupational identity.

  • Applying broadly to "any entry-level job" instead of targeting one or two job families such as HR, operations, communications, public service, or research.
  • Waiting until senior year to seek internships, employer projects, alumni referrals, or career-center feedback.
  • Listing coursework without translating it into workplace skills such as reporting, stakeholder communication, data cleanup, scheduling, budgeting, or policy research.
  • Ignoring geography and industry concentration; some markets have more coordinator, analyst, nonprofit, government, healthcare administration, and corporate operations roles than others.
  • Assuming a bachelor's degree alone will overcome missing software skills, weak interview examples, or no practical experience.
  • Accepting the first low-credential job without asking how people advance from that position into professional roles.

Adult learners and career changers face a related issue: they may already have experience, but it may not be packaged as degree-level evidence. For older students comparing flexible pathways, guides to college degrees for seniors can be useful when evaluating whether a program offers career services, transfer credit, and practical specialization rather than only convenience.

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

A strong General graduate resume should answer one question quickly: "What professional problem can this person help us solve?" Instead of presenting the degree as broad interest, the resume should frame the graduate as a candidate for a specific job family.

The steps below help General graduates reposition their resumes for degree-level openings and reduce the chance of being screened into low-credential work.

  1. Choose one target role family before rewriting the resume, such as HR assistant, program coordinator, communications associate, research assistant, operations coordinator, or sales operations analyst.
  2. Rewrite the summary line around that target, using phrases from real job postings without copying full sentences or stuffing keywords.
  3. Move relevant projects, internships, volunteer leadership, campus employment, and research experience above unrelated part-time jobs when they better match the target role.
  4. Convert academic work into employer language, such as "analyzed survey responses," "prepared stakeholder brief," "managed event logistics," or "built Excel tracker."
  5. Add a skills section only for tools the graduate can actually use, such as Excel, Google Workspace, PowerPoint, Canva, Salesforce basics, Tableau basics, SPSS, project management platforms, or CRM systems.
  6. Quantify outcomes where possible, including number of participants coordinated, reports produced, records cleaned, events supported, or communication materials created.
  7. Create two resume versions if necessary: one for professional degree-level roles and one for temporary income roles, so fallback applications do not dilute the main career message.

The biggest resume mistake is treating "General" as the headline. Employers rarely hire for general ability alone. They hire for coordination, analysis, communication, service improvement, compliance support, recruiting, outreach, operations, or research. The resume should make that function obvious in the first half of the page.

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

Certifications can help General graduates qualify for degree-level roles when they add a specific, employer-recognized skill. They are not magic substitutes for experience, and they should be chosen based on actual job postings in the graduate's target market.

The table below summarizes certifications and credentials that can strengthen a General graduate's signal for common degree-level pathways.

Career targetHelpful credential or training signalWhy it may helpImportant limitation
Project coordinationCAPM or project management certificateShows knowledge of project terminology, scheduling, scope, and stakeholder coordination.Best paired with campus, internship, volunteer, or work projects.
Human resourcesaPHR, SHRM-CP preparation, HR certificateSignals interest in recruiting, employee relations, compliance, and HR operations.Some HR roles still prefer direct office, recruiting, or administrative experience.
Data and operationsGoogle Data Analytics, Excel, Tableau, SQL fundamentalsHelps a broad degree look more analytical and job-ready.Portfolio examples matter more than course completion alone.
Marketing and communicationsGoogle Analytics, HubSpot, digital marketing certificatesSupports entry into content, campaign coordination, and marketing operations roles.Employers will want writing samples and campaign or project evidence.
Sales operations or customer successSalesforce Administrator basics or CRM trainingConnects customer-facing experience to higher-skill revenue operations roles.Certification is strongest when the candidate can describe process improvements.
Public service or nonprofit workGrant writing, program evaluation, nonprofit management certificateShows applied knowledge beyond broad coursework.Local experience and mission fit are often important.

For regulated careers, a short certificate is usually not enough. A General graduate interested in speech-language pathology, for example, typically needs graduate education and state licensure rather than only a resume credential, so comparing online speech language pathology programs may be more relevant than stacking unrelated certificates.

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

General students can reduce underemployment risk by turning a flexible degree into a focused employment strategy before graduation. The most successful approach is to combine early career targeting, applied experience, technical proof, and direct employer contact.

The following sequence gives students a practical plan from freshman year through the first post-graduation job search.

  1. Pick a working career hypothesis early, even if it changes later; examples include HR, communications, public administration, nonprofit programs, operations, policy research, sales operations, or market research.
  2. Audit 10 real job postings each semester and write down repeated tools, responsibilities, and qualifications.
  3. Select electives that close those gaps, especially statistics, business writing, data analysis, public speaking, budgeting, organizational behavior, or digital communication.
  4. Complete at least one internship, co-op, paid campus job, research assistantship, or employer-sponsored project before senior year.
  5. Build a small portfolio with work samples such as reports, dashboards, policy briefs, campaign plans, event plans, research summaries, or process maps.
  6. Ask alumni for informational interviews before asking for job referrals; the goal is to understand hiring language and identify realistic entry points.
  7. Apply in focused weekly batches instead of sending generic applications, then track response rates by resume version, role type, and location.
  8. Evaluate fallback offers by asking whether the role builds skills, provides internal mobility, and supports a 6- to 12-month transition plan.

Graduate school should be a strategic choice, not a panic response to a hard job market. A certificate or portfolio may produce a faster return for a new graduate who lacks tools or experience. By contrast, an advanced business degree may fit someone who has already built professional experience and wants management mobility; in that case, comparing options such as a 1 year executive MBA online can be reasonable, but it is usually not designed as a first step for someone with no work history.

Other Things You Should Know About General

Can a General degree qualify graduates for government jobs?

Yes, many federal, state, and local roles accept broad bachelor's degrees, especially in administration, public programs, human services support, communications, and analyst trainee tracks. Graduates should read postings carefully because some roles require specific coursework, civil service exams, security clearance, or specialized experience.

Is an online General degree viewed differently by employers?

Employers usually care more about accreditation, skills, experience, and role fit than whether the degree was online or campus-based. The bigger risk is choosing an online program with weak career services, few applied projects, or limited internship support.

Should General graduates relocate to avoid underemployment?

Relocation can help when the local market has few degree-level openings in the graduate's target field. Before moving, graduates should compare job volume, salary ranges, cost of living, remote options, and alumni presence in the destination market.

Are unpaid internships worth it for General students?

They can be useful if the experience is directly tied to a target career and produces strong work samples or references, but students should be cautious. Paid internships, campus jobs with professional duties, short-term projects, and nonprofit consulting projects can also provide career evidence without creating the same financial strain.

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