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 .

IT Intern - Summer 2026

Cainwattersassociates · Frisco

Summary/Objective 

Reporting under the IT Department, the IT Intern is responsible for providing technical and operational support to the IT team while gaining hands-on experience in enterprise technology, user support, and IT operations. This role supports daily IT functions and assists with projects that improve system reliability, security, and user experience. 

 

Essential Functions 

  1. Provide first-level technical support to end users for hardware, software, and connectivity issues.  

  1. Assist with the setup, configuration, and deployment of laptops, desktops, mobile devices, and peripherals.  

  1. Support IT operations by documenting processes, maintaining inventories, and updating system records.  

  1. Assist with basic troubleshooting, diagnostics, and resolution of IT incidents under supervision.  

  1. Participate in IT projects, including system upgrades, application rollouts, and security initiatives.  

Responsibilities & Duties 

  1. Respond to IT service requests and incidents via ticketing system, email, or phone.  

  2. Install, configure, and maintain Windows and macOS workstations and standard business applications.  

  3. Assist with user onboarding and offboarding, including account setup and access provisioning.  

  4. Perform routine system checks, updates, and basic maintenance tasks.  

  5. Maintain accurate documentation for hardware, software, and IT procedures.  

  6. Assist with network connectivity troubleshooting (wired and wireless).  

  7. Support audio/visual and conferencing technologies for meetings and events.  

  8. Escalate complex technical issues to senior IT staff as appropriate.  

  9. Follow IT security policies and best practices to protect company data and systems.  

  10. Provide general administrative support to the IT department as needed.  

 

This job description is not designed to cover or contain a comprehensive listing of essential functions or responsibilities that are required of the employee for this job. Essential functions and responsibilities and activities may change at any time with or without notice.