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 .

General Consideration

UCSF Health · San Francisco - 220

Are you interested in pursuing a career in University Development and Alumni Relations at UCSF? We have positions across many areas, including front-line fundraising, communications, events, research, IT and IS, corporate and foundation relations, annual and special giving, gift planning, alumni relations, and administrative support.

Submit your resume and someone from Strategic Talent Development will be in touch to schedule time to talk about the next step in your career.

Thanks for your interest.
Are you interested in pursuing a career in University Development and Alumni Relations at UCSF? We have positions across many areas, including front-line fundraising, communications, events, research, IT and IS, corporate and foundation relations, annual and special giving, gift planning, alumni relations, and administrative support.

Submit your resume and someone from Strategic Talent Development will be in touch to schedule time to talk about the next step in your career.

Thanks for your interest.
Note that this position is designated as critical; Live Scan fingerprinting and background check are required.

The UCSF Foundation and the Office of University Development and Alumni Relations (UDAR) are responsible for fostering and strengthening campus outreach efforts to UCSF constituents and for garnering private support for the campus. In raising private support, UDAR identifies, qualifies, solicits and stewards donors for the schools, medical center, departments and programs on campus; accepts and administers all private gifts to the university through the Regents or the UCSF Foundation; and manages all alumni relations activities, campus support group activities and campus events. UDAR is also responsible for the design and implementation of fundraising campaigns for UCSF.

The University of California, San Francisco (UCSF) is a leading university dedicated to promoting health worldwide through advanced biomedical research, graduate-level education in the life sciences and health professions, and excellence in patient care. It is the only campus in the 10-campus UC system dedicated exclusively to the health sciences.

The University of California San Francisco is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, age, protected veteran or disabled status, or genetic information.