Key Takeaways

  • 75% of U.S. employers use automated applicant tracking systems to screen resumes before a human reviews them (Harvard Business School & Accenture, 2021)
  • The most common ATS failures are missing keywords, incompatible formatting, and incorrect file types
  • ResumeGeni scores your resume across 8 parsing layers — modeled on the same steps enterprise ATS platforms like Workday, Greenhouse, and Taleo use to evaluate candidates

How ATS Resume Scoring Works

Applicant tracking systems parse your resume into structured data — extracting your name, contact info, work history, skills, and education — then score how well that data matches the job requirements. Many ATS rejections happen because the parser couldn't extract critical fields, not because the candidate wasn't qualified.

LayerWhat It ChecksWhy It Matters
Document extractionFile format, encoding, readabilityCorrupted or image-only PDFs fail immediately
Layout analysisTables, columns, headers, footersMulti-column layouts break field extraction
Section detectionExperience, education, skills headingsNon-standard headings cause sections to be missed
Field mappingName, email, phone, dates, titlesMissing contact info is a common cause of immediate rejection
Keyword matchingJob-specific terms, skills, certificationsKeyword overlap affects recruiter search visibility and ATS scoring
Chronology checkDate ordering, gap detectionReverse-chronological order is expected by most ATS
QuantificationMetrics, numbers, measurable outcomesQuantified achievements help human reviewers and some scoring models
Confidence scoringOverall parse quality and completenessLow-confidence parses get deprioritized in results

Frequently Asked Questions

Is ResumeGeni free?
Yes. ResumeGeni is currently in beta — ATS analysis, scoring, and initial improvement suggestions are free with no signup required. Full guidance and saved reports may require a free account.
What file formats are supported?
PDF, DOCX, DOC, TXT, RTF, ODT, and Apple Pages. PDF and DOCX are recommended for best ATS compatibility.
How is the ATS score calculated?
Your resume is processed through an 8-layer parsing pipeline that extracts structured data the same way enterprise ATS platforms do. The score reflects how completely and accurately your resume can be parsed, plus how well your content matches common ATS ranking criteria.
Can ATS read PDF resumes?
Yes, but not all PDFs are equal. Text-based PDFs parse well. Image-only PDFs (scanned documents) and PDFs with complex tables or multi-column layouts often fail ATS parsing. Our analyzer will flag these issues.
How do I improve my ATS score?
Focus on three areas: use a clean single-column format, include keywords from the job description naturally in your experience bullets, and ensure all sections (contact, experience, education, skills) use standard headings.

ATS Guides & Resources

Built by engineers with 12 years of experience building enterprise hiring technology at ZipRecruiter. Last updated .

Career Services

Queen University

Available Student Jobs

Internships, work study, post graduation, and more!
Check out available jobs

Connect with us

Speak with a Career Advisor or Resume Coach
Appointment options

Work With Impact

Queen's Career Guide to UN SDGs
View Career Guide

Welcome to Career Services

Students

Career Services supports students and recent graduates from all faculties and schools. Whether you know what career path you are on or not, our team will empower you to explore your workplace skills and make informed decisions for your future. Together we will work to find the right path for you that will set you up for the success you want.

Access MyCareer

Staff, Faculty, and Community 

Our team supports staff across all departments and works with you to build valuable career-focused experiences for your students. Whether you are creating an experiential learning environment for your class or developing job descriptions to find the right student hire, we’ll help you incorporate essential workplace skills to make it happen.

Employers and Recruiters 

Find your next great hire! We'll work with you to develop an effective recruitment strategy to attract the right match from our talented and diverse students and alumni. We look forward to working with you! Get started.

Request for Accommodation

We are committed to an inclusive campus community with accessible services and facilities that respect the dignity and independence of persons with disabilities. 

Career Services would be pleased to assist you with specific disability accommodations or alternate formats needed during your visit to our centre. Please contact us to request accommodation.  

Expand All Collapse All

Existing Accessible Features

To help you assess what accommodations might be needed, we have described what is already available in our centre, below. We are located in an accessible building on Queen's campus which includes:

  • power-assisted entry doors at accessible, ground-floor entrance (front of building facing Union Street)
  • elevator
  • accessible washrooms on every floor
  • some scent-free zones
  • water for service animals
  • staff trained in accessible customer service

News from Care