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 .

Future CEO

Pioneersquarelabs · Seattle

About Pioneer Square Labs

Pioneer Square Labs (PSL) is a premier startup studio, and early-stage venture capital fund focused on the next generation of technology companies in the Pacific Northwest.

PSL Studio develops ideas with exceptional entrepreneurs from scratch and validates or kills them. For the best ideas, we invest significant development work and capital to turn these ideas into venture-funded companies with rapid customer and market adoption.  See a few examples here. Over the last six years, PSL has created almost 31 companies, with the vast majority going on to raise venture funding and scale.  One of three PSL Studio companies is female-founded, and one out of three is BIPOC-founded.  We are always looking for great people to found and lead our companies.

 

Pioneer Square Labs is a Startup Studio & Venture Capital Fund that partners with founders. PSL exists to build the next generation of world-changing companies, bringing together exceptional founders, big ideas, and investment capital.

We partner with Entrepreneurs-in-Residence (EIRs) to take ideas from 0 to pre-seed to your seed fundraise. Our team of designers, engineers, growth marketers, and recruiting to support you from validating an idea, to creating the MVP and gaining customer traction. 

 

This role is based in Pioneer Square, Seattle.

 

What we bring to the table: 

  • Reps - We have spun out 30+ companies to date and have built a ton of experience to help you through the earliest stages
  • Platform resources - We have built internal tools, techniques, and processes to help you accelerate your validation and conviction on any idea
  • Domain expertise - We have product managers, GTM leaders, engineers, designers, and recruiting to support your vision from ideation to validation to launch

 

Why work with us:

  • Collaboration with PSL M.D.’s who will help refine your idea, open investor conversations, and support the refining of your vision
  • A way to effectively and efficiently de-risk a venture scale business in a few months vs. 1+ years 
  • Founding equity and a strong co-founder and PSL community as you scale up 

 

We are incubating a product and company now - interested?

We are experimenting with a new format on how we meet founders! I know how “Very PSL of us”. As part of this process we'd love to see you pitch yourself! We recommend using Loom ( https://www.loom.com/ ) - to record your intro. It’s free to use and easy to operate.Please submit a recorded presentation that is reviewed by our team that's 5 minutes or less. 

Some examples of what to cover:

  • What problems are you currently excited to solve?
  • Why you are interested in working with PSL?
  • Why you, why now