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 .

Mobile/ Frontend Engineer

G2I · London

Location

London, UK - Hybrid – 3 days in office - Office location: Central London (Victoria area)

About the Role

We are looking for a Front-End Engineer with strong React Native and TypeScript experience to help build and improve a tablet-based Point of Sale (POS) application.

This role is ideal for someone with a mobile-focused background who comes from a front-end development foundation. The majority of the codebase is written in React Native, with some Next.js used for web surfaces.

The focus is on improving UI quality, optimizing performance, and building new features in a fast-paced startup environment where AI is heavily used in development workflows.

Key Responsibilities

  • Build and maintain front-end features for a tablet-based POS application

  • Work extensively with React Native and TypeScript

  • Improve UI/UX quality and reduce clutter in an existing codebase

  • Refactor and optimize front-end code to ensure performance and reliability

  • Collaborate closely with product engineers and backend developers

  • Ship new features quickly while maintaining high code quality

  • Use AI-assisted development tools responsibly and effectively

Required Experience & Skills

  • Strong experience with React Native and TypeScript

  • Front-end engineering background (JavaScript, React ecosystem)

  • Experience building mobile or tablet applications (not native Swift/Kotlin)

  • Ability to improve and maintain existing codebases

  • Experience working in startup or fast-paced environments

  • Comfortable moving quickly and iterating on product features

Nice to Have

  • Experience with Next.js

  • Experience working on POS, payments, or fintech products

  • Familiarity with AI-driven development workflows

  • Experience collaborating closely with product or design teams

What We’re Looking For

  • Front-end engineers who care deeply about UI quality and performance

  • Candidates who are hands-on and execution-focused

  • Engineers who enjoy improving and optimizing existing systems

  • Team players who communicate clearly and work well in hybrid teams