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 Software Engineer

Picktrace · San Diego, CA

  • Engineering

  • Full-time, Permanent

 

WHAT IF…

You could leverage your passion for technology to create solutions that will directly impact our food supply chain? The agriculture industry is facing numerous challenges including coordinating workforces in a rapidly shifting environment and increasing costs, yet it is one of the least digitized industries in the world. At PickTrace, we’re working to solve these problems and deliver products our customers love. That is why we’re looking for a Senior Software Engineer who not only builds great software, but knows how to harness AI as a force multiplier to help build the SaaS farm management operating system of the future.

  • Engineering

  • Full-time, Permanent

 

WHAT IF…

You could leverage your passion for technology to create solutions that will directly impact our food supply chain? The agriculture industry is facing numerous challenges including coordinating workforces in a rapidly shifting environment and increasing costs, yet it is one of the least digitized industries in the world. At PickTrace, we’re working to solve these problems and deliver products our customers love. That is why we’re looking for a Senior Software Engineer who not only builds great software, but knows how to harness AI as a force multiplier to help build the SaaS farm management operating system of the future.

WHO WE ARE LOOKING FOR

  • You have 4+ years of experience building web based software

    • High level languages similar to Go, Kotlin, C#, Python, Java

    • Front end languages similar to HTML, CSS, Typescript, and React

    • Experience with containerized apps (Docker) is a plus

    • Cloud - experienced in setting up, architecting, and deploying services

  • Experience with AI-assisted workflows

    • Actively uses AI coding assistants (e.g. GitHub Copilot, Cursor, Claude) as a core part of daily development

    • Comfortable running agentic coding workflows where AI tools autonomously handle multi-step tasks

    • Able to critically evaluate, test, and take full ownership of AI-generated code — understanding its limitations and knowing when not to trust it

  • You are an innovative, big picture thinker and pragmatic with technical details

  • You have a knack for simplifying, breaking down, and honing in on the core elements of problems to drive towards iterative solutions

  • You have strong communication skills and can work effectively with a cross-functional team (including with non-technical colleagues)

 

If this sounds like you, we would absolutely love to meet you!