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 .

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Pinnacolassurance · Denver

Pinnacol goes beyond providing Workers’ Compensation insurance to Colorado businesses. We are a technology first company that believes in making a meaningful impact in workers’ lives across Colorado in their most difficult moments  by designing solutions that effectively help them get the care they need. We enable our policyholders to report a claim with a mobile first experience, all while providing insurance quotes to agents and new clients in 5 minutes or less through our award-winning app. 

These customer-focused experiences are built on nimble platforms capable of using the latest and greatest technology available. Our Tech Stack includes:

Salesforce 

React 

Python

Gitlab

Google Cloud Platform

  • Cloud Functions, AppEngine and AppScript
  • Pub/Sub
  • BigQuery
  • Cloud Composer (Apache Airflow)
  • Cloud SQL (PostgreSQL)
  • Storage
  • Secrets Manager
  • Kubernetes (GKE)

Hashicorp Terraform and Vault

This is about more than shiny code and sleek design. Pinnacol’s culture sets us apart. We listen to our customers to create experiences with their insights in mind. We actively seek feedback from our injured workers and policyholders through surveys, focus groups, feature testing and research. It feels like family at Pinnacol. We do virtual team building and happy hours using Zoom and JackboxTV Games. We grow talent from within. There are opportunities for continued development and support for learning new skills, even those outside your current role. Our teams and leaders value collaboration and experimentation so we constantly learn how to do things better..

As one of the largest teams at Pinnacol, Information Services invests in a variety of opportunities for those who love tech. Pinnacol’s charge is to “Lead a revolution in caring” and  our commitment to innovation and building cool stuff requires amazing talent. Here are a few of the roles we’ve recently hired:

  • Salesforce Engineer
  • Data Engineer
  • Data Scientist
  • Machine Learning Engineer
  • Natural Language Processing Engineer
  • Database Engineer
  • Cloud Architect
  • ECM Administrator
  • QA Engineer

Pinnacol has over 100 years of knowing and understanding Colorado workers and businesses. With a century of experience behind us, we’re out to tackle the big problems that these individuals and communities face. By always asking “What’s next?”, our agile and creative solutions keep us on the leading edge of creating better ways to care for and protect the people and businesses we serve.