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 .

Sr. Advisor, Technical Training, Downstream

Nutrien · Canada

Nutrien is seeking a Sr. Advisor, Technical Training, Downstream to facilitate, administer, and support technical training requests, including needs assessment, design, development, delivery, and evaluation of training. The successful candidate will provide leadership to resources assigned to support technical training across Downstream operations and contribute to a highly skilled and functioning training organization.

Requirements

  • 6-10 years of SHE&S experience with some training responsibility, preferably in the agriculture or similar industry
  • Graduate of a recognized university, with a preference for a degree or professional certificate in Adult Learning/Education and/or Instructional Design; or Training certifications applicable to the Position
  • Expertise in adult learning, instructional design, and learning technologies
  • Excellent leadership skills, and ability to train teams in multiple locations
  • Exceptional written and communication skills, and organizational and planning skills
  • Advanced facilitation skills and the ability to coach others to deliver high quality and effective training
  • Innovative and open to learning new and emerging trends within adult learning and the training industry
  • Technologically competent, and has the ability to learn new technical training systems quickly
  • Exemplary interpersonal, motivational, and influencing skills
  • Strong business acumen and understanding of the impact of training on corporate performance
  • Deep understanding of the regulatory requirements associated with technical training
  • Ability to travel globally

Benefits

  • 401k Matching
  • Retirement Plan
  • Visa Sponsorship

Originally posted on Himalayas