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 .

Linux Distro master | Senior

Flipper · Global Remote

We’re building a new product — Flipper One

Flipper One is a fully functional, Linux-based ARM computer in a compact form factor, powered by the Rockchip RK3576 SoC.

Because it’s an embedded system, we don’t want to rely on traditional update methods like Debian’s APT, which have some legacy drawbacks for our use case.

Why classic APT-style updates don’t work for us

  • Updates can leave the system in an inconsistent state if interrupted

  • No built-in way to roll back to a previous version

  • No simple method to reset the system to factory settings

That’s why we’re looking for a Senior Linux Distro Engineer to design a custom Linux distribution for Flipper One, based on a modern A/B partition, immutable root filesystem model with atomic upgrades. We plan to build on existing technologies such as SteamOS, OSTree, RAUC, or similar.

For user applications, we want a packaging method that isolates apps from the system and prevents breaking the OS — such as Flatpak, AppImage, or Snap.

Responsibilities

  • Design the Flipper One Linux distribution from scratch, using an A/B immutable upgrade system

  • Build the repositories and infrastructure for delivering system updates

  • Package the kernel, bootloader, and applications

  • Optimize the device stack — Device Tree, U-Boot, Linux kernel, and drivers

Requirements

  • Solid understanding of A/B partitioning and immutable root filesystem upgrades

  • Experience building and customizing U-Boot for embedded Linux devices

  • Strong understanding of the open-source contribution workflow — please share examples of your public contributions and links to relevant mailing lists or repositories

What we offer

  • Choose your work format: office, hybrid, or fully remote from anywhere in the world

  • You will be provided with all the necessary equipment for a comfortable working environment

  • Benefits such as VHI, corporate sports, foreign language courses, and therapy sessions

  • A five-day workweek with a flexible start of the working day