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 .

Senior Full-Stack Software Developer

Versprite · Remote

VerSprite

VerSprite is an Inc. 5000 2020 fastest growing company and industry leader in PASTA threat modeling. Founded in 2007, VerSprite is a private cybersecurity consulting firm helping organizations tighten their risk-gaps with evolved security solutions and advanced threat intel tools.

VerSprite has a 97% client retention rate providing organizations with services like penetration tests, evolved red teaming engagements, vCISO, vSOC and VerSprite’s advanced security tools Cloud Security Assessment Platform and Cyber Threat Intelligence Portal.

We're on the hunt for a talented Full Stack Developer to join our product team at VerSprite and help us redefine the future of threat modeling. If you're experienced in TypeScript, and with a strong grasp of NoSQL databases, we want to hear from you!

Responsibilities

  • Develop and maintain high-quality, scalable, and performant web applications using TypeScript.
  • Collaborate with cross-functional teams to design and implement efficient and modern serverless architectures, data models, and queries as well as highly usable and accessible user interfaces.
  • Work on both front-end and back-end components to ensure seamless user experiences.
  • Write unit and integration tests, participate in sprint planning and backlog refinement activities, and provide code reviews and constructive feedback to fellow developers.

Requirements

  • Solid experience as a Full-Stack Developer, showcasing your proficiency in TypeScript.
  • Strong understanding of front-end and back-end technologies, including frameworks like Angular, RxJs.
  • Demonstrated expertise in working with NoSQL databases.
  • Familiarity with git and GitHub-based collaboration.
  • Familiarity with Secure Software Development Lifecycle (SSDLC) principles to ensure the creation of robust and secure applications.
  • Problem-solving mindset and a proactive approach to tackling challenges.
  • Excellent communication skills and ability to work collaboratively in a distributed international team environment.
  • Prior experience with serverless systems like Firebase is a bonus.

 

 

 

Benefits

We offer a competitive compensation package where you’ll be recognized for the value you bring to our business, along with:

  • Opportunities to develop new skills and progress your career;
  • The freedom and flexibility to handle your role in a way that’s right for you; and
  • A collaborative environment where everyone works together to create a better working world

If this seems intriguing to you, please apply! We will reach out promptly to discuss your fit and additional job details.