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 .

Senior Network Engineer + Testing (manual & automation)

Thales · Bangalore Rural, Bengaluru

Thales is looking for a Senior Customer Oriented Scenario Testing (COST) to join our Application Security WAF team.

As COST Engineer you will investigate, troubleshoot, reproduce complex field issues and escalations on VM & HW and take ownership for E2E customers scenario testing, and leading our BETA testing with customers directly.

This will be the job for you if you like diving into tricky problems, finding workable solutions, and enjoy gaining a deep knowledge of the product youre working on and lead beta of new features with customers

Additionally, you will be working to improve the quality of our platform and product by designing and executing tests on different deployments.

This position serves as a middle layer supporting our customers with quick and effective solutions while simultaneously interfacing with our development team to find the right fix for issues and provide valuable feedback to the team.

 We are looking for someone who brings a continuous growth mindset, with a strong drive for learning and self-improvement, and who operates with trust, and accountability.

The ideal candidate shows genuine care for customers, teammates, and product quality, approaching challenges with empathy and responsibility.


Responsibilities:

  • Troubleshoot and Reproduce complex field issues
  • Direct clients through issue resolution including customer meetings, status reports and updates
  • Maintain escalation lab for common customers scenario (HW, VM and Cloud)
  • Develop customer’s scenario testing flows, write test plans, execute and analysis
  • Lead new features in BETA testing with customers
  • Identify, propose and enforce escalation process improvements
  • Be able to adopt new test technologies , tools, analysis and infrastructure
  • Share field issues analysis and customer feedback to RnD
  • Foster close interface with customers, Support, PM and account teams

Required Qualifications:

  • Senior Security or Networking products Tier 2+ Support  At least 5+ years - MUST
  • CCNA OR CCNP certification - MUST
  • Strong analytical, diagnostic and problem-solving skills with ability to work independently - MUST
  • Automation & DevOps Skills (Python, Docker, Jenkins, VMware , Git ) - MUST 
  • Excellent English communication skill (speak and write) and good Customer relation experience - MUST
  • Experience in reproducing complex networking and HTTP/SSL Scenario in Lab - MUST
  • Deep understanding of HTTP/SSL protocols, Networking and Linux
  • Manual QA experience
  • Knowledge of OWASP Top 10, Kali Linux, Penetration testing experience & security certification 
  • Hands-on with Hardware, VM and cloud platforms
  • Basic scripting experience (Bash, Python)
  • Basic understanding of AI concepts and their practical applications
  • Willingness to travel to customer sites (not often)