Post-college job market stays tough, but hiring outlook improves

The national picture is steadier than the mood

The U.S. labor market is still growing, just not fast enough to feel easy. Total nonfarm payrolls rose by 115,000 in April 2026, and the unemployment rate held at 4.3 percent, even as 1.8 million people remained unemployed for 27 weeks or more. Health care, transportation and warehousing, and retail trade posted job gains, which is a reminder that hiring has not stopped, even if it has become more cautious.

For new graduates, though, the experience is harsher than the national average. The Federal Reserve Bank of New York said labor market conditions were still challenging for recent college graduates at the start of 2026, with unemployment at about 5.7 percent in the first quarter and underemployment at 41.5 percent. The unemployment rate for workers ages 20 to 24 with a bachelor’s degree was 5.4 percent in April, and the Economic Policy Institute said the recent rise in young graduate unemployment reflects higher labor-force participation more than a total collapse in demand, because the employment-to-population ratio has held steady since 2024.

Where the squeeze is hardest

The toughest pressure is not evenly spread across majors and job families. Handshake’s data show computer science students are among the most pessimistic seniors in the Class of 2026, and demand for entry-level software engineers has dipped enough that software engineering fell to ninth among the most-posted roles on the platform in the 2024-25 school year. Handshake also found that 70 percent of computer science majors are at least somewhat pessimistic, compared with 61 percent of seniors overall, a sign that the pain is concentrated in the parts of the market most exposed to tech churn and AI anxiety.

That matters beyond one major. When the entry-level pipeline tightens in high-skill white-collar fields, the effect can spread into internships, contract work, and first jobs that were supposed to be the bridge into stable employment. The result is a labor market where a diploma still opens doors, but fewer of them open immediately, and many open only for candidates who can prove they are job-ready on day one.

Which sectors are still hiring

There is hiring, but it is uneven. NACE’s Spring Update projected Class of 2026 hiring would rise 5.6 percent, yet it also showed 33.7 percent of employers increasing hires, 54.9 percent maintaining current levels, and 11.4 percent cutting back. The strongest hiring gains were in Information Engineering Services, Wholesale Trade, Construction, and Miscellaneous Professional Services, while the softest spots included Utilities and several manufacturing categories.

That split gives graduates a practical map of the market. If one lane feels frozen, another may still be open, especially in sectors tied to infrastructure, logistics, technical support, and professional services. BLS data reinforce that broader pattern: health care, transportation and warehousing, and retail trade are still adding jobs nationally, even as federal government employment continues to decline.

NACE also found that 45 percent of employers described the overall job market for Class of 2026 graduates as “fair,” and spring recruiting now accounts for 37 percent of full-time hires and 27 percent of intern recruiting. That shift tells you something important about timing: the recruiting calendar is no longer front-loaded the way it was before the pandemic, so a late start does not mean the search is over. It means the market is moving later and with less certainty.

AI is now part of the entry-level filter

Artificial intelligence has become one of the biggest differences between the labor market graduates expected and the one they are entering. Handshake reported that, as of March 2026, more than 10 percent of active internships and 4.2 percent of full-time early-career jobs on its platform mentioned AI keywords, and those shares have climbed sharply since 2023. More than 80 percent of rising seniors have used generative AI tools, and only 28 percent say their programs meaningfully integrated AI, which leaves a gap between classroom learning and employer expectations.

That gap is not confined to tech jobs. Handshake said AI-related job and internship requirements have surged across finance, health care, manufacturing, education, and beyond, which means AI literacy is becoming a baseline expectation in many fields rather than a niche advantage. Employers are increasingly seeking AI-savvy talent, and students who can show practical use, not just familiarity, are more likely to stand out.

There is also a cultural mismatch here. Handshake found that students and hiring managers see AI very differently, with more than half of hiring managers believing generative AI will create jobs, compared with just 24 percent of rising seniors. That difference helps explain the mix of anxiety and urgency in the Class of 2026: students are not imagining the pressure, but they are also entering a market that is still adapting, not one that has shut its doors.

What job seekers should do now

The best strategy in this market is to make your experience legible. NACE says employers still value internships, co-ops, on-campus student work, apprenticeships, and hands-on experience, and nearly 70 percent now use skills-based hiring. They also say candidates should be ready to share specific examples of how they solved problems, and to connect coursework and extracurricular work to professional skills.

A practical search plan looks like this:

• Lead with proof, not polish. Highlight internships, class projects, campus jobs, and any work that shows communication, teamwork, and problem-solving in action.

• Treat AI fluency as a skill to demonstrate. If you have used AI to research, draft, code, analyze, or organize work, show the workflow and the result, not just the tool name.

• Keep applying after the fall rush. With 37 percent of full-time recruiting and 27 percent of intern recruiting happening in spring, later-season openings still matter.

• Look beyond the usual prestige filters. Information engineering services, wholesale trade, construction, and professional services are still expanding hiring, while health care, transportation and warehousing, and retail continue to add jobs.

The class of 2026 is not walking into a dead market. It is walking into a selective one, where employers still hire, but expect more evidence, more flexibility, and more technical fluency than recent graduates were once asked to bring. The old promise of a degree alone has weakened; what replaces it is a job market that rewards proof, persistence, and the ability to work in an AI-shaped economy.