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 .

Telehealth Physician

Circadiahealth · United States

Looking for an exciting opportunity to make a difference in the world of healthcare? Join the innovative team at Circadia Health, a cutting-edge medical technology company that is revolutionizing patient care. Our proprietary hardware, software, and algorithms allow for continuous vital sign monitoring using the Circadia C100 - a device that contactlessly monitors patients from up to 2 meters away, 24/7. With our advanced technology, we can detect deteriorating patients days sooner, allowing for early intervention and ultimately saving lives. As a venture-backed company by some of the largest Silicon Valley VCs, Circadia Health is at the forefront of medical innovation. With headquarters in London and offices in Asia and Los Angeles, we are expanding rapidly and looking for like-minded professionals to join us in our journey to provide continuous monitoring of chronically ill patients and save patient lives.

As a Contracted Telehealth Monitoring Physician at Circadia Health, you will play a critical role in providing medical oversight and expertise for our contactless monitoring systems in skilled nursing facilities throughout the nation. Your primary responsibilities will include overseeing the Remote Nursing Staff (RNS), reviewing patient charts, ensuring compliance at healthcare facilities, and conducting comprehensive patient chart reviews. Your contributions will be instrumental in maintaining high standards of patient care, ensuring regulatory compliance, and optimizing the utilization of our advanced remote monitoring technology.
Looking for an exciting opportunity to make a difference in the world of healthcare? Join the innovative team at Circadia Health, a cutting-edge medical technology company that is revolutionizing patient care. Our proprietary hardware, software, and algorithms allow for continuous vital sign monitoring using the Circadia C100 - a device that contactlessly monitors patients from up to 2 meters away, 24/7. With our advanced technology, we can detect deteriorating patients days sooner, allowing for early intervention and ultimately saving lives. As a venture-backed company by some of the largest Silicon Valley VCs, Circadia Health is at the forefront of medical innovation. With headquarters in London and offices in Asia and Los Angeles, we are expanding rapidly and looking for like-minded professionals to join us in our journey to provide continuous monitoring of chronically ill patients and save patient lives.

As a Contracted Telehealth Monitoring Physician at Circadia Health, you will play a critical role in providing medical oversight and expertise for our contactless monitoring systems in skilled nursing facilities throughout the nation. Your primary responsibilities will include overseeing the Remote Nursing Staff (RNS), reviewing patient charts, ensuring compliance at healthcare facilities, and conducting comprehensive patient chart reviews. Your contributions will be instrumental in maintaining high standards of patient care, ensuring regulatory compliance, and optimizing the utilization of our advanced remote monitoring technology.