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 .

Quality Inspector

Qnergy Inc · Ogden, UT, US

Description

The Quality Inspector will be responsible for reviewing products and materials during manufacturing to make sure they meet company requirements. Their duties include measuring objects compared to their intended specifications, running quality tests and identifying defects. 

Responsibilities:

  • Perform incoming inspection, semi-finished product inspection, and quality acceptance/rejection documentation and records activities. 
  • Work with purchasing and manufacturing to approve the quality of raw materials before manufacturing begins. 
  • Identify nonconformities in both the product and supporting documentation. 
  • Test the performance of materials to determine if it meets manufacturer and industry standards. 
  • Support the established QMS/QA processes and as needed work the internal resources to recommend change to maintain high quality processes. 
  • Other duties as assigned.


Requirements

Education & Experience:

  • High school diploma or equivalent. 
  • One year of hands-on-experience in a quality manufacturing role, preferred. 

Skills & Abilities:

  • Ability to read and understand technical drawings, schematics, datasheets, plus verbal and written work instructions. 
  • Ability to understand and use Microsoft Office 365, and specifically excel and excel functions. 
  • Highly motivated self-starter capable of working independently and in group settings. 
  • Organized and able to multi-task. 
  • Attention to detail and ability to follow standard operating procedures. 

Work Environment:

  • Some lifting up to 30 pounds may be required. 
  • Regular use of a computer is required. 
  • Employees regularly stand for several hours per shift. 
  • Regularly required to speak and hear clearly, both in person and by telephone. 
  • Excellent written and verbal communication skills. 
  • Ability to read and interpret information and documents. 
  • Performs detailed work on multiple concurrent projects. 
  • Must be able to identify and determine colors. 
  • Primarily engineering, laboratories, and shop environments.
  • May work in areas where noise and temperature levels are elevated.