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 .

Maintenance Technician - $500 Sign-On Bonus

Cottonwoodresidential · Tennessee - Nashville

Cottonwood Residential is looking to hire an experienced apartment Maintenance Technician at The Melrose Apartments in Nashville, TN. We are offering a $500 sign-on bonus for this position, payable after 90 days of employment. Apply today!

Qualifications & Required Experience of a Property Maintenance Technician

  • Ability to read, write, and speak English to communicate with customers, process Company paperwork, and interpret safety and operating manuals and procedures.
  • Must be able to move, carry, reposition, or lift items weighing up to 50 lbs.
  • Ability to walk and stand for long periods of time.
  • Ability to climb stairs, ladders, scaffolds, and ability to navigate elevation changes while maintaining balance.
  • Frequent need to sit, stoop, kneel, crouch, crawl, bend, push/pull, and ability to navigate difficult terrain and access small areas.
  • Ability to work standard community hours, including evenings and weekends. 
  • Ability to work as an on-call technician and provide after-hours emergency service with the support of the Service Manager while following Company standards. 
  • Perform repairs that may include, but are not limited to, plumbing, electrical work, and general carpentry work related to household, building, and property grounds repairs. 
  • EPA certification Type II or Universal is required.
  • CPO certification is a plus.
  • Considerable experience troubleshooting HVAC.
  • Valid Driver's License is required.

 

Compensation & Benefits of a Maintenance Technician

  • Competitive pay!
  • Full health, vision, dental, life, and disability benefits - available within 1-30 days!
  • Generous 401k and HSA Company match!
  • Paid time off – eligible for 3 weeks (120 hours) in 1st year!
  • 11 paid holidays!

 

Cottonwood Residential has changed the industry by being one of the first apartment management companies to offer Self-Guided Tours which has redefined the customer experience. We will lean on your innovation, desire to learn, and ability to work hard to continue to improve the customer experience at our communities. Get excited to create an unforgettable experience for those who enter our doors because we can’t wait to see you welcome customers to their Home at Last!