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 Staff Engineer

Hginsights · California, United States

About HG Insights

Headquartered in Santa Barbara, California, HG Insights is the global leader in technology intelligence. We help the world's most innovative companies accelerate their go-to-market efforts with precision through advanced data science methodologies and proprietary data assets. We offer a culture that blends innovation, collaboration, and growth, where each team member is empowered to make a measurable impact.

Role Overview

We are looking for a Senior Staff Engineer to join our growing AI and Data Platform team in the USA. We're looking for strong engineers who are able to clearly articulate and command the technical requirements of multiple product areas.

Knowledge and Skills

  • Solid knowledge of engineering and development principles and best practices
  • Solid knowledge of the tools and frameworks used at HG Insights
  • Solid communication skills
  • Solid organization skills
  • Solid understanding of prioritization and optimization processes
  • Mentors others to inspire and instill confidence
  • Solid and reference display of technical knowledge in multiple domains (AI/ML/Agentic Frameworks, FE, BE, Data, Infra, QA, etc.)
  • Full technical command and product understanding of multiple areas of the product

Etiquette

  • Solid display of HG Insights Values
  • Proactively seeks to improve the technical codebase of multiple areas of the product
  • Proactively contributes to the improvement of the entire engineering team skillset
  • Proactively works towards improving the current technical stack
  • Proactively takes care of the future of the codebase and suggests changes
  • Contributes actively to the execution of key projects and taskforce teams
  • Contributes actively to the execution of cross-area projects

Progress

  • Works towards comprehending more than the assigned product areas
  • Works towards empowering other engineers to better comprehend all product areas

Expects

  • Continuous feedback on all things
  • Helps to solve complex problems
  • Maintain and control technical debt
  • Training in other areas of the product

Why Join HG Insights?

  • Work on high-impact AI products used by global enterprise customers.
  • Competitive compensation and benefits
  • A collaborative and innovation-focused team environment.