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 .

Staff Software Engineer

Victory · Austin, United States

About the Staff Software Engineer position

We are looking for a Staff Software Engineer who will be a key member of the Engineering team. You will be architecting, implementing and maintaining the SaaS Platform and other software products.

You are good at collaboration. You learn quickly and ask questions when needed. You can mentor younger developers to help them grow.

You should be able to build high-quality, innovative and fully performing software in compliance with coding standards and technical design.

Staff Software Engineer responsibilities are:

  • Organize full lifecycle software development

  • Prepare specifications and determine operational feasibility

  • Write well designed, testable, efficient code

  • Prepare software verification plans and quality assurance procedures

  • Organize documenting and maintenance of software functionality

  • Integrate software components into a fully functional software system

  • Evaluate and deploy software tools, processes and metrics

  • Provide support and consulting on software systems usage

  • Ensure compliance with project plans and industry standards

Staff Software Engineer requirements are:

  • 10+ years' experience of working on a Computer Software Engineer or Software Developer position

  • Significant experience in developing web applications using at least one popular Javascript framework, such as React, Angular, etc

  • Hands on experience with AWS (Amazon web services)

  • Good experience in designing interactive applications and with test-driven development

  • An understanding of containerization (Docker)

  • Great knowledge to develop software in Java

  • Experience in documenting requirements and specifications

  • Close familiarity with software engineering tools, software development methodology and release processes

  • BS degree in Computer Science or Engineering

If you are interested in this position and think you might be a good fit, please apply below and we will review your application.

Victory solves problems, Karma connects people.

*This position is not with Victory but with one of our clients. It is a full-time position.*