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 .

Systems Engineer - Dublin

Edgeconnex · Dublin (Ireland)

­Led by an experienced management team and supported by a strong investor group, including large and experienced institutions and strategic partners, EdgeConneX offers a dynamic, fast-paced work environment where we are bringing flexibility, proximity, power, and connectivity to some of the world’s key businesses. With major offices in Herndon, Denver, and Amsterdam, we have a global footprint and a unified team of employees committed to providing a premier customer experience and delivering the full spectrum of data center solutions, from core to edge, like no other data center provider can do.

Focused on driving innovation and helping our customers define and deliver their own unique vision for the Edge, at any scale, in any market worldwide, for any requirement, we are building tomorrow’s data center infrastructure, today for some of the world’s most demanding Network, Content, and Cloud customers.

Title: Systems Engineer 

We are seeking a skilled and motivated Systems Engineer to support EdgeConnex’s global enterprise infrastructure. The candidate will play a critical role in deploying, managing and supporting our global virtual and physical server infrastructure, as well as assisting with the configuration and troubleshooting of our network infrastructure. This role requires a self-motivated & proactive individual with a strong technical background and excellent problem-solving skills.  This position is based onsite in Dublin at our Grange Castle data center, but can be flexible to one day per week remote.  This position could also require as much as 10-20% regionally within EMEA to support critical issues. 

Primary Responsibilities 

  • Deploy, configure, and maintain physical and virtual server environments (VMware ESXi, vSAN, and SAN). 
  • Monitor and optimize infrastructure performance to ensure reliability and high availability. 
  • Administer enterprise storage systems, including SAN, NAS, and vSAN environments. 
  • Troubleshoot and resolve issues across compute, storage, and networking systems. 
  • Perform routine maintenance, updates, and patching of systems to ensure security and stability. 
  • Manage and configure Cisco network switches in support of server and storage connectivity. 
  • Deploy, maintain, and troubleshoot virtual machines and guest operating systems including Windows Server, Ubuntu, CentOS, and Red Hat Linux.   
  • Collaborate with the IT team to design and implement network solutions. 
  • Provide technical support and guidance to end-users and other IT staff as it related to our enterprise networks. 
  • Document system configurations, procedures, and troubleshooting steps. 
  • Provide day-to-day operational support of back-end infrastructure (physical, virtual compute and network) 
  • Assist in updating network design documentation and schematic diagrams 
  • Participate in on-call rotation, ensuring uptime of critical servers, networks, and applications. 

Knowledge, Skills & Abilities:  

  • Strong problem-solving skills and a proactive approach to infrastructure management.