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 .

Assistant Director of Admissions & Recruitment

Swosu · US

Job Summary: Actively participates with the Director of Enrollment Management in planning, managing, and administering the functions of the Admissions and Recruitment Office. Enhance the development, implementation, and management of programs and other initiatives to improve SWOSU’s admissions and recruitment efforts. These tasks are to be performed in a manner that professionally, cordially, and efficiently assist the students, faculty, staff, and visitors. Description of Job Duties: Oversee the supervision of Admissions Recruitment staff and student personnel Responsible for special recruiting/relations events for SWOSUsuch as the annual Counselors’ Day, Metro-Counselors’ Luncheon, Southwestern Saturday, and the SWOSU College Expo Represent Admissions Recruitment Office for the coordination and planning of annual Dawg Days events Develop and maintain strong working relationships with counselors and administrators at both the high school and community college level around the region Lead in coordination and management of the general recruitment efforts for SWOSU Produce and provide prospective students and their families with accurate, timely and necessary information and forms needed for post-secondary study at SWOSU Initiate the recruiting and admission process by contacting prospective students via high school and college visits, attending college/career fairs, direct mail campaigns, publications and through alumni relations and referrals Provide opportunities for personal admissions counseling, campus tours, and departmental visits for students who are considering enrollment at SWOSU Develop and disseminate admissions and transfer information through presentations and publications, working in conjunction with on-campus and off-campus constituents as well as statewide and regional contacts Manage the collection of prospective student data, including beginning freshman and transfer students Promote a positive image of SWOSUthrough participation in community and professional organizations, representing SWOSU at professional meetings and on community committees, and establishing and maintaining credible relations with various news media Serve on SWOSUcommittees and task forces and attend meetings, workshops and in-services which may be required Additional Responsibilities: Available to assist with situations during or after working hours whether in-person, by phone or email contact Promote personal safety, safety procedures and a safe work environment Must be willing and able to perform job related travel Terms of Employment: Expectation of on-campus presence with attendance and punctuality Full-time status Exempt Employment at-will Reports to the Director of Enrollment Management Salary to be established by SWOSU’s wage structure Safety and job-related trainings will be completed as instructed