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 .

Building Substitute Teacher

Chestercommunitycharterschool · Chester, PA

Established in 1998 with 97 students, CCCS has steadily increased to more than 4,000 students in grades K-8 across 12 state-of-the-art buildings on four campuses. The school is a true community success story that has transformed the lives of thousands of students and their families, while breathing life back into a city that was once one of Philadelphia’s most vibrant manufacturing suburbs. 

Job Summary:                      

Instructs students on a long term basis in their learning in the absence of the regular teacher.

Essential Functions:

  • Provides classroom instruction to students as outlined in lesson plans
  • Creates a classroom that is conducive to learning and appropriate to the maturity
    and interests of students
  • Maintains a safe and orderly environment
  • Maintains established routine of the school and classroom procedures in which
    assigned
  • Maintains a professional appearance as an example to students
  • Remains at school the entire school day, unless otherwise instructed to leave by
    building principal
  • Takes all necessary and reasonable precautions to protect students, equipment,
    materials, and facilities
  • Maintains reasonable rules of conduct which encourage self-discipline and
    responsibility
  • Communicates effectively with parents when needed
  • Meets and instructs assigned classes in the locations and times designated
  • Performs other related duties as assigned


Minimum Requirements:

  • Valid Pennsylvania educator certificate or out of state certificate
  • Bachelor’s Degree if not certified
  • Pennsylvania Criminal Record Check Clearance
  • Pennsylvania Child Abuse Clearance
  • FBI Criminal Background Clearance

 

Demonstrated Knowledge of:

  • MS Office Suite
  • The fundamentals of working with various students, parents, other teachers and leadership

 

Demonstrated Ability to:

  • Take and follow directions as indicated by the classroom teacher and/or Principal
  • Effectively manage time and effectively manage students in the classroom
  • Work well with students of all ages

 

Note:  CCCS has the exclusive right to alter this job description at any time.  This job description is not an employment agreement or contract.