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 .

Associate Software QA Engineer

Digicert · Lehi, Utah

Who we are

DigiCert is a global leader in intelligent trust. We protect the digital world by ensuring the security, privacy, and authenticity of every interaction. Our AI-powered DigiCert ONE platform unifies PKI, DNS, and certificate lifecycle management, to secure infrastructure, software, devices, messages, AI content and agents. Learn why more than 100,000 organizations, including 90% of the Fortune 500, choose DigiCert to stop today’s threats and prepare for a quantum-safe future at www.digicert.com

 

Job summary

We’re seeking a driven, detail-oriented Associate Software QA Engineer to join a fast-paced product team. You’ll work closely with senior QA engineers and front-end/back-end engineers to ship high-quality releases you can stand behind. This role is a strong fit for someone who is curious, takes ownership of outcomes, and wants to grow into advanced testing and automation.

 

What you will do

  • Collaborate with product managers and engineers to understand requirements, customer impact, and risk areas
  • Generate and execute detailed test plans based on analysis of requirements and observed system behavior
  • Carry out manual/exploratory tests to uncover edge cases
  • Contribute to automated regression tests and help keep test suites reliable and maintainable
  • Participate in team code and QA reviews; raise quality, reliability, and usability concerns early
  • Partner with Support and Engineering to troubleshoot, reproduce, and isolate issues across environments; follow through to resolution

 

What you will have

  • A degree in Computer Science, Software Engineering, or a related field, or currently pursuing one
  • Familiarity with software testing principles and types of testing (functional, regression, integration, exploratory)
  • Ability to troubleshoot application and environment issues, isolate variables, and write clear, actionable defect reports
  • Strong problem-solving and analytical skills; attention to detail and a habit of verifying assumptions
  • Communication and teamwork abilities, including comfort sharing findings and asking questions when requirements are unclear
  • Desire to learn and improve, with a bias toward taking initiative and delivering results
  • A team of people who want to help you succeed

 

Nice to have

  • Experience testing web applications (UI and APIs)
  • Prior work with automated testing frameworks like Cypress, Playwright, Tavern, and similar
  • Understanding of REST API concepts, HTTP fundamentals, and experience with tools like Postman or curl
  • Familiarity with Git, CI/CD, and modern developer workflows
  • Examples of initiative (projects, labs, automation samples, or well-written bug reports/test plans)

 

Benefits

  • Generous time off policies
  • Top shelf benefits
  • Education, wellness, and lifestyle support

 

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