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 (Remote)

Understood Care · Remote

Telehealth Physician - Remote

At Understood Care, our mission is to bridge the healthcare gap for Medicare patients who would like some help navigating the complex healthcare system.

Understood Care matches Medicare patients with an assistant with healthcare expertise (known as a Patient Advocate). Patient Advocates help patients with anything patients need in order to access care - booking appointments, finding transportation, ordering medical equipment and much more.

The role:

In this position, you will conduct audio or video patient intake appointments, which is a 20-30 minute appointment to understand the challenges that the patient is facing. You will determine if a patient is suited to receive patient advocacy under the principals of Principal Illness Navigation and/or Community Health Integration. This role does not require diagnosing or prescribing. 

You will also collaborate closely with our technology team to develop innovative AI tools that enhance the clinical experience.

We are seeking a physician who is passionate about improving care access for the Medicare population and is excited to work at an early stage startup. 

Responsibilities:

  • Thrives in a fast-paced, startup environment
  • Cares deeply about medicare aged patients and patient advocacy
  • Prior experience working with Medicare patients
  • Very well versed in technology and can learn new technologies quickly
  • prior experience delivering care via Telehealth is a plus 
  • Positive attitude and bias towards action
  • Strong communication and interpersonal skills

Qualifications:

  • Board certification in family medicine or internal medicine
  • Active member of an IMLC state and open to acquiring additional licensure. IMLC member states are AL, AZ, CO, CT, DE, DC, FL, GA, HI, ID, IL, IN, IA, KS, KY, LA, ME, MD, MI, MN, MS, MO, MT, NE, NV, NH, NJ, ND, OH, OK, PA, SD, TN, TX, UT, VT, WA, WV, WI, WY, GU
  • PTAN/PECOS account (registration and enrollment with Medicare)

Role:

This is a remote, part-time role with the ability to evolve into a full time role. We would prefer a minimum of 10 hours a week, though week to week availability is flexible. 

Compensation:

Rate: $125/hour.