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 .

Product Security Analyst

Ciena · Gurugram

As the global leader in high-speed connectivity, Ciena is committed to a people-first approach. Our teams enjoy a culture focused on prioritizing a flexible work environment that empowers individual growth, well-being, and belonging. We’re a technology company that leads with our humanity—driving our business priorities alongside meaningful social, community, and societal impact.

Blue Planet, a division of Ciena, delivers intelligent automation software that helps service providers and enterprises modernise IT and network operations. As a Product Security Specialist within the Common Services team, this role plays a critical part in protecting Blue Planet’s software portfolio by embedding security throughout the secure software development lifecycle (SDLC). This position offers the opportunity to influence product security at scale while partnering with engineering teams building market‑leading automation platforms.


How you will make an impact:
• Partner with Security Champions across product teams to strengthen secure development practices.
• Drive the integration and automation of security tooling as part of a shift‑left security strategy.
• Review security scan results and provide clear guidance on risk and business impact.
• Assess emerging vulnerabilities and support mitigation and remediation efforts.
• Advocate for product security best practices across the Blue Planet engineering organisation.


The must haves:
• 2+ years of experience in application or product security roles.
• Strong knowledge of web application security, including Open Web Application Security Project (OWASP) Top Ten risks.
• Proven experience with secure development practices, testing methods, and threat modelling.
• Hands‑on experience with security tooling such as Software Composition Analysis (SCA), Static Application Security Testing (SAST), Dynamic Application Security Testing (DAST), and fuzz testing.
• Ability to communicate security risks and recommendations to both technical and non‑technical audiences.


Nice to haves:
• Experience performing penetration testing of web applications.
• Experience working with open‑source software ecosystems.
• Exposure to securing artificial intelligence (AI) agents or AI‑enabled systems.
• Development experience using Java, Go, Python, or other high‑level programming languages.
• Industry‑recognised security certifications such as GIAC, Certified Ethical Hacker (C|EH), or Offensive Security Certified Professional (OSCP).

#LI-FA


At Ciena, we are committed to building and fostering an environment in which our employees feel respected, valued, and heard.  Ciena values the diversity of its workforce and respects its employees as individuals. We do not tolerate any form of discrimination.

Ciena is an Equal Opportunity Employer, including disability and protected veteran status.

If contacted in relation to a job opportunity, please advise Ciena of any accommodation measures you may require.