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Research

The evidence behind the experience gap.

Employers want production habits. Entry-level hiring narrowed. Pakistan's export market is growing faster than the graduate bridge into industry roles.

Analytics charts on a laptop screen

Hiring odds

Same degree. Same skills. Experience roughly doubles hiring odds.

ZipRecruiter calls work experience the strongest predictor of getting hired.

Without experience

0.0%

hiring rate

With experience

0.0%

hiring rate

Animated data

The market pressure is measurable.

Team workshop with notes and product planning materials

Experience doubles the odds

Graduates with work experience are hired at about twice the rate of those without it.

Without experience

0.0%

hiring rate

With experience

0.0%

hiring rate

+40.9 point gap with experience

New-grad hiring narrowed

At Big Tech, new graduates now represent a much smaller share of hires than before the market reset.

2019

~0%

new grads as share of hires

change

−8 pts

2025

0%

new grads as share of hires

AI is changing entry-level expectations

ZipRecruiter's graduate research shows a gap between AI's labor-market impact and school-based preparation.

Pakistan's CS/IT graduate pipeline

Pakistan is producing a large CS/IT graduate pool. The transition into industry roles remains weak.

Pakistan IT exports are growing

July-April IT export receipts grew 21% year over year. April 2026 crossed $400M again.

10M FY25

$0.00B

July-April

change

+$0.67B

10M FY26

$0.00B

July-April

Headline proof

Graduate readiness

Pakistan opportunity