The catch-22 of entry-level job hunting: you need experience to get a job, but you need a job to get experience. ATS systems don't help — they're often configured to filter by years of experience or specific job titles that a recent graduate simply won't have.
The good news is that ATS systems parse what's there, not what's missing. A well-structured resume with relevant keywords from education, projects, internships, and extracurriculars will pass ATS filters far better than an empty resume with a prestigious school name.
What counts as experience for ATS purposes
ATS software doesn't distinguish between paid employment and unpaid relevant experience — it parses keywords and structure. This means the following all count:
- ✓ Internships and co-op placements (even unpaid)
- ✓ Freelance or contract work (even one project)
- ✓ University projects and capstone work
- ✓ Open source contributions
- ✓ Personal projects (apps, websites, research)
- ✓ Volunteering in a relevant capacity
- ✓ Leadership roles in student organizations
- ✓ Relevant coursework and certifications
Structure your resume sections correctly
For a no-experience resume, the order matters. Lead with what's strongest. If you have a strong GPA and relevant coursework, Education goes near the top. If you have a compelling project, Projects goes before any sparse work history.
Recommended structure for recent graduates: Summary → Education → Projects → Skills → Experience (internships, part-time) → Certifications.
Write project bullets like work experience bullets
The biggest mistake on student resumes: describing a project as what it is ('Built a web app for tracking expenses') rather than what it demonstrates ('Developed a full-stack expense tracking application using React and Node.js, deployed on AWS, handling 500+ mock transactions in load testing').
Apply the same action verb + what you did + result or scale formula that works for real work experience. Projects are a legitimate way to demonstrate skills — treat them like work.
Target keywords from job descriptions even without direct experience
Read the job descriptions for roles you're targeting and note the most common technical skills, tools, and methodologies. Then check your coursework, projects, and certifications for any honest connection to those terms.
If a role asks for SQL and you took a database course, list SQL. If it asks for Agile and you used it for a group project, mention Agile. Use keywords that are true and that you can speak to in an interview — but don't leave out true skills just because you learned them in class rather than at work.
Certifications and online courses fill gaps
Free and low-cost certifications can add real, searchable keywords to a no-experience resume. Google, AWS, HubSpot, Coursera, and LinkedIn Learning all offer certifications that ATS systems recognize.
Don't list every online course you've ever clicked through. List certifications you've completed, that are relevant to the roles you're targeting, and that you could speak to in an interview.
What to avoid
Don't pad your resume with every class you've taken or every tool you've briefly touched. ATS systems don't reward length — they reward relevant keyword density. A focused one-page resume with targeted keywords outperforms a two-page resume with everything you've ever done.
Don't include a photo, personal information (age, marital status, nationality), or a long objective statement that doesn't mention specific skills. These add length without adding searchable content.