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 .

DevEx Engineer

Autoproff · Vejle (Denmark)

Join AutoProff – Build the Developer Experience Foundations of European Automotive Tech! 🧰🚗 

We’re looking for a DevEx Advocate Engineer to join our growing Empower platform team, based out of our Vejle headquarters or Copenhagen office. 

At AutoProff, improving developer experience is core to unlocking engineering speed, consistency, and quality. As part of the Empower team, you’ll help own and evolve the shared tooling, services, and patterns that enable teams to build fast, reliably, and securely. You’ll work closely with platform engineers, service owners, and domain teams to scale adoption of proven practices across the engineering organization. 

This role is central to our strategic shift: moving ownership of DevEx tooling and infrastructure from individual teams back to the platform. You’ll be instrumental in defining, maintaining, and supporting shared libraries, scaffolding, and development patterns, from Outbox to Sagas to Message library. Your work will reduce cognitive load, eliminate duplication, and allow feature teams to focus on business value.  

Let's dive into your key responsibilities, you will 

  • Own and maintain shared developer libraries, scaffolding templates, and CI/CD tooling.
  • Build paved paths for messaging patterns like Outbox and Sagas, observability, and rehydration/recovery tooling.
  • Support developers in adopting common standards for tracing, service integration, and AWS infrastructure.
  • Collaborate closely with engineers across domains to gather feedback and refine DevEx priorities.
  • Act as an internal advocate and enabler for platform-first development practices like “You build it, you own it”. 

The need-to-have skills 

  • Strong engineering experience in .NET / C#.
  • Proficiency in AWS services (e.g., ECS, Lambda, SQS, S3) and infrastructure-as-code (CDK/Terraform).
  • Familiarity with microservices architecture, Events-Driven architecture, and distributed system patterns (Outbox, Sagas, CDC).
  • Hands-on experience building shared libraries, observability tooling, and reusable APIs.
  • Excellent collaboration and communication skills, able to support teams, gather feedback, and drive adoption. 

The nice-to-have skills 

  • Experience in platform engineering or developer enablement roles.
  • Familiarity with internal documentation practices, onboarding tooling, and automated scaffolding.
  • Hands-on work with service event rehydration, incident recovery tooling, or metadata standards.
  • Experience using and utilizing LLMs , GenAI, and Agentic frameworks. 

We’re eager to hear from you! If this sounds like a great match and sparks your interest, don’t wait, apply today! 

About AutoProff 

AutoProff was founded in 2013 by the experienced car dealer Jesper Ratza in Denmark. The aim was to digitalize B2B used car trading, helping car dealers increase sales and improve profits.  <