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 .

Software Development Engineer in Test (SDET)

Devo · Noida

We are looking for an accomplished Software Development Engineer in Test to champion the testing of our ASOC platform and its associated products. An ideal candidate should possess a solid understanding of SDLC and agile processes, be proficient in automated testing, and demonstrate extensive prior experience in the software testing field.

RESPONSIBILITIES:
  • Lead the testing effort of SOC tools and pipelines during the release process including creating test plans & test cases, executing tests, and bug-triaging
  • Develop UI and backend test automation to increase test efficiency
  • Work closely with multi-functional teams to propose/review/prioritize product requirements & bug fixes
  • Possess a deep understanding of how various SIEM security & analytics tools are used by the Security Operations team & act as the champion for their needs
  • Participate in functional, system, and regression testing activities
  • Collaboratively build & extend the reliable and scalable automation infrastructure
  • Define and implement tools to improve the efficiency and effectiveness of our automation framework
  • Proactively research, learn, advocate, and implement the latest technologies enabling reliable and efficient automation.
REQUIREMENTS
    • Bachelor s degree in computer science or related field (or equivalent experience)
    • 3+ years of solid Software QA experience
    • Proven experience as a Software Quality Engineer, testing for a sizable functional domain
    • Extensive experience working with remote team
    • Solid understanding of SDLC and agile process
    • Proficient in Python, a web UI test automation framework (selenium, playwright), and CI-CD tools.
    • A self-starter that requires minimal supervision
    • Great team player with excellent communication skills
    • Expertise working on cybersecurity products including SIEM, Security Analytics, and Threat detection would be a plus
    • Excellent analytical and problem-solving abilities, including the ability to debug complicated software problems/bugs
    • Passion for testing with a break it mentality
    • Autonomous and get things done mindset
    • Experience in Performance testing tools like Locust or JMeter.
WHY WORK AT DEVO
  • Be part of an international company with a strong team culture that celebrates success. Share our core values: Be bold - Be Inventive - Be humble - Be an ally .
  • Work in an environment that will challenge you and enable you to grow as a professional. Our professional development programs include: