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 .

Manager, Engineering

Cyberark · Hyderabad

Job Description

We are looking for a passionate and seasoned Manager to lead our Engineeting teams at CyberArk India. You will share our passion and great pride in managing an engineering team that strongly believes in designing for scale and performance, rigorous code reviews, automated testing, and an iterative process to build high-quality next-generation software.

Responsibilities:

  • Lead a high-performance engineering organization that cuts across several key product lines.
  • Hire, build, and rapidly scale the engineering team to meet the hyper-growth plans for the India office, in accordance with the company s business goals.
  • Nurture a culture of innovation and drive local initiatives that enables continuous growth of individuals and the organization.
  • As an enthusiastic technologist, stay up-to-date with technological trends in industry and continuously motivate engineers to leverage the best-in-class technology in building enterprise-scale software.
  • Actively engage with the team to provide technical and architectural guidance in building the next-gen Identity Security Platform.
  • Engage with various stakeholders and the Product Management Team to establish a product roadmap and release schedule.
  • Be an ambassador of the CyberArk culture and provide local leadership to establish the engineering culture across the teams.
  • Foster leadership principles and behaviors throughout the organization to groom the next generation of engineering leaders.
  • Partner with HR and executives for key India site-wide initiatives and facilitate the local operations

#IL-MP01Qualifications

  • 12+ years of hands-on experience in building enterprise software.
  • 6+ years in hiring, leading, and scaling high-performance and results-oriented engineering teams.
  • Hands-on technical experience with building enterprise-scale SaaS products, preferably around Identity and Access Management.
  • Very strong software engineering design, development experience.
  • Working experience with Desgining a scalable Web Solution. Experience with Microservice architecture preferable.
  • Proficient in C#, .NET Framework, C++, Java or comparable programming environment, SQL, Web Development, and test methodologies.
  • Proficiency in Single Sign-On (SSO) concepts, including SAML, OpenID Connect (OIDC), and OAuth.
  • Proficient and seasoned in handling SCRUM teams involving Devs and QA.
  • Proven track record to grow and manage an engineering organization of 25+ with an ability to also provide leadership.
  • Deep understanding of Agile development practices and other engineering processes.
  • Hands-on technical knowledge of Software Security, Multi-tenancy, Scalability, and High Availability.
  • Solid understanding of enterprise-grade applications, business processes, and use of the latest technologies.
  • Prior experience with driving continuous improvement and the ability to implement creative ideas to significantly improve the overall performance of the team.
  • Experience working at high growth, a fast-paced technology company.
  • Stay up-to-date with emerging technology trends and provide technical mentorship for the team.
  • BS or equivalent with major degree in Computer Science/Electrical Engineering.