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 .

Cyclotron, Inc.

Microsoft Identity & Devices Security Architect - Client Consulting

Location: Anywhere in US (Fully Remote) 

Employment Type: FTE 

Level: Experienced/Sr. Level  

  

Responsibilities 

As a Security Architect at Cyclotron, you’ll make an impact on diverse enterprise organizations by architecting, designing, and executing enterprise deployments of Microsoft 365 Identity and Device Management tools, including Microsoft Entra, Microsoft Intune, and more. You will be the subject matter expert that works with Cyclotron clients to design and deploy industry-leading solutions to improve the protection of Microsoft-based assets within their on-premises and cloud environments. You will understand how to use a wide variety of approaches to improve cloud, network and endpoint security posture across Microsoft ecosystems including Azure and Windows.  

The ideal candidate for this job will be a goal-oriented, client-focused identity & device management architect who possess the ability to generate & execute technical designs based on client requirements to assist the customer to make the most of their investments in Microsoft technologies and services. 

  

  • Work directly with customer teams to drive discovery, design, configuration, validation, piloting, deployment and support of Microsoft cloud and on-premises security capabilities. 

  • Work across Cyclotron business units to provide a holistic approach that combines your areas of expertise in identity & device management with threat protection, compliance, and more. 

  • Contribute to the development of new Identity and Device Management services offered by Cyclotron. 

  • Engage with other Cyclotron and customer teams to get and share information to improve processes and security posture. 

  

Experience 

  • Demonstrated knowledge and skill with Microsoft cloud security solutions and services such as Windows 365 Cloud PC, Azure Virtual Desktop, Microsoft Intune, Configuration Manager, Entra ID, Entra ID Connect, SSO and Microsoft 365 security capabilities. 

  • Strong and demonstrated experience with on-premises Microsoft security solutions including Windows 10, Windows Server and Active Directory as well as third party solutions used to protect Microsoft hosts. 

  

Bonus Experience 

  • History with competitive security tools (Jamf, Meraki, Soti, XenMobile, Workspace ONE, Okta, PingFederate, etc.). 

  • Experience with migration of on-premises Active Directory services (servers, applications, devices, identities, etc.) to Cloud Native architecture. 

  • Experience with migration of third party IDP to Entra ID (Okta, Ping Federate, SailPoint, etc.). 

  • Currently holds a Microsoft 365 Certified Security Administrator Associate or Azure Security Engineer Associated certification. 

  • Currently holds a Certified Information Systems Security Professional (CISSP) and/or Certified Information Security Manager (CISM) 

  • Security Operations (SecOps) experience with Microsoft Defender XDR. 

  

Additional Notes 

A sanitized example deliverable will be required, representing quality of your written work This can be a public blog, deliverable or documentation you have created (non-client-identifiable, and adhering to confidentiality requirements where appropriate), or something comparable.  

This is a fully remote role.  

Cyclotron is an Equal Opportunity Employer. Cyclotron values diversity, equity and inclusion, and aims to practice DE&I in all that we do. 

Cyclotron is an Equal Opportunity Employer. Cyclotron values diversity, equity and inclusion, and aims to practice DE&I in all that we do.