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 .

Cybersecurity Engineer

Glydways · Remote

Who we are:

Glydways is reimagining what public transit can be. We believe that mobility is the gateway to opportunity—connecting people to housing, education, employment, commerce, and care. By making transportation more accessible, affordable, and sustainable, we empower communities to thrive and unlock economic and social prosperity.

Our mission is to revolutionize transit with a solution that delivers high capacity, exceptional user experiences, unmatched affordability, and minimal environmental impact.

The Glydways system is a groundbreaking network of carbon-neutral, interconnected transit pathways powered by standardized autonomous vehicles on dedicated roadways. Operating 24/7 with on-demand access, it offers personalized and efficient mobility—without the burden of heavy upfront infrastructure costs or ongoing taxpayer subsidies.

With Glydways, we’re building more than a transportation system; we’re creating a future where everyone, everywhere, has the freedom to move.

Meet the team:

The Network Platform team consists of a group of Network, RF,  software and cybersecurity engineers responsible for the end-to-end communication system design for Glydways. The team owns the cybersecurity that is responsible for providing secure, reliable, and diverse V2X communications. We work together with the Software, Vehicle Hardware, and the Autonomy engineering teams to produce cutting edge products that unlock the future of transit systems.  As a cybersecurity engineer in the Network Platform team, you will be responsible for designing, implementing, and maintaining the security architecture for Operational Technology (OT) networks that integrate technologies such as 5G cellular, WiFi, Ultra-wide band, GNSS, automotive Ethernet, and more. 

Roles & Responsibilities:

  • Demonstrated knowledge on Cyber Security Management System (CSMS) compliance certification process
  • Must have experience in performing Automotive Cybersecurity Threat Analysis and Risk Assessment (TARA) of an ECU or system both at product and project level
  • Demonstrated ability to maintain robust cybersecurity practices aligned with OT and automotive cybersecurity standards and regulations 
  • Ability to perform security code reviews of source code by following secure coding practices and advise developers on remediating vulnerabilities
  • Employ techniques including reverse engineering, fuzzing, and static and/or dynamic analysis
  • Experience in managing vulnerability management process (Pen tests) by finding, prioritizing, tracking, remediation and validation of vulnerabilities for each component
  • Analyze product/project cybersecurity requirements, technical specifications and develop cybersecurity test cases and test plans
  • Advocate, guide and mentor non-security engineers to instill security best practices through secure architecture, design, and development
  • Experience in securing Key Management system with certificates needed for components in wayside and vehicle
  • Performing internal security audits and coordinate with external security auditors as needed

Knowledge, Skills and Abilities:

  • Bachelor's or master's degree in Computer Science or Cybersecurity or Electrical Engineering or related field with equivalent experience
  • Foundational knowledge of the CWE Top 25
  • Familiar with Automotive Cybersecurity ISO/SAE 21434, NIST, US data protection CCPA, PCI-DSS, IEC 62443 standards  and UNR 155, UNR 156 and WP.29 regulations
  • Sound technical knowledge of security engineering, computer and network security, authentication and security protocols for both wired and wireless communication 
  • Experience with security concepts such as Secure Boot and secure storage
  • Strong understanding of securing OT systems in automotive/rail industries is a plus

Glydways provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.