What do recruiters look at when a student has no work experience?
Recruiters look for a signal that proves you can do the work in under two minutes. Most students never get that chance because their resume is filtered by software before a human sees it. A scored receipt changes the game.
- Most student resumes get 6 to 10 seconds of attention.
- ATS filters by keywords, GPA, and school before a human sees you.
- 73% of recruiters now prioritize skills-based signals over degrees.
- A signal must be evaluable in under two minutes.
- A receipt with a rubric score and feedback is the fastest proof.
What happens when a student applies with no experience?
The application enters a queue with hundreds of others. An ATS scans for keywords. If the keywords match, the resume gets 6 to 10 seconds of attention. If they do not, it is archived. This is not cruelty: it is volume. A single campus role can receive 400 applications.
The students who get through have one of two things: a referral from inside the company, or a signal that forces the recruiter to look twice. Most students have neither.
What signal actually stops a recruiter?
A signal that is evaluable in under two minutes and proves you can do the work. A GitHub repo with clean code. A Figma file with a documented design system. A Notion doc with a product spec. Or a zero receipt with a score, feedback, and the original task.
The signal must answer the recruiter's real question: "Can this person produce output at the level we need?" Not "Did they finish a course?" Not "Do they have an internship?" But: "Can they do the work?"
What does the data say about skills-based filtering?
LinkedIn's 2024 report shows 73% of recruiters now prioritize skills-based signals. The shift is structural: companies are dropping degree requirements for 46% of middle-skill roles and 31% of high-skill roles, per Burning Glass Institute research.
The signal that matters is not a certificate. It is proof of output evaluated against a real standard.
How do you build that signal as a student?
Start with one task that mirrors the role you want. Complete it against a deadline. Get it scored. The score tells you where you stand. The feedback tells you what to fix. The receipt tells the recruiter you can do the work.
See how zero works or compare zero vs. Forage to understand the difference between a certificate and a receipt.