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 .

Medical Billing Associate

Delfina · Remote

Objective: Support the Billing Manager and Director of Corporate Operations by completing medical billing processes under value-based care and fee-for-service contracts.

About Us: Delfina provides a leading pregnancy care data platform to improve maternal and child health outcomes.

About You: You are an organized and detail-oriented professional with a passion for operational efficiency and teamwork. Ideally, you have several years of experience in medical coding and billing with additional experience in value-based care models. Your proactive mindset, adaptability, and excellent communication skills make you a key contributor to successful billing execution.

Responsibilities:

  • Complete billing uploads in EHR systems based on exported reporting 
  • Cross-reference member lists through EHR systems and payor portals to complete eligibility assessments 
  • Maintain a high level of data integrity through meticulous notetaking and error-free data entry across multiple systems and platforms
  • Differentiate value-based and fee-for-service claims based on context of payor agreements
  • Prepare reporting for billing and operations teams on an as-needed basis
  • Review provider documentation to ensure coding accuracy

Qualifications: 

  • 2-5 years of experience minimum in medical billing, including at least one year experience in Medicaid billing
  • Proficiency with 
    • A variety of EHR systems (e.g. Tebra, athenaOne, eCW)
    • Microsoft Office and Adobe tools (e.g. Excel, Word, Acrobat)
    • Google Suite (e.g. Sheets, Docs)
  • Proactivity in assessing missing data from payor portals and ability to bridge data gaps
  • High level of integrity and attention to detail; adaptability to learning various state guidelines
  • Desire to work collaboratively with medical, tech, and operations teams
  • Openness to, and willingness to provide, constructive feedback to improve operational processes

Preferred Qualifications:

  • Familiarity with Texas-specific payors and billing guidelines
  • Experience working with healthcare technology organizations
  • Experience working with value-based care contracts
  • Experience in maternal, nutritional, and/or behavioral health fields

We value that everyone at Delfina brings a unique background and perspective. Prospective applicants are encouraged to apply even if they do not meet 100% of the listed qualifications and are encouraged to use their resume and other application materials to demonstrate how their skills meet, or are equivalent to, the listed qualifications.

Time Commitment: 15-20 hours per week, variable

Compensation: $24-32 per hour

Application ‍Deadline for Best Consideration: April 30, 2026