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 .

Developer Content Creator (Contract)

Codegen · United States

About the Role

We’re looking for a software developer who also loves creating content. This role is part developer, part storyteller: you’ll build real demos with Codegen and turn them into short-form video content that’s engaging, approachable, and fun. Think of it as the tech version of a science communicator — but instead of black holes, you’re explaining how developers actually get work done.

This is a contractor role with flexible hours.

What You’ll Do

  • Build real projects, features, or demos using Codegen — and explain them on video.

  • Create short-form video content (TikTok, YouTube Shorts, LinkedIn) highlighting workflows, explainers, and behind-the-scenes looks at developer life.

  • Ship features on Codegen using Codegen, and share what you're doing on our socials.

  • Run and manage our social channels part-time: posting, engaging, experimenting.

  • Translate complex technical ideas into approachable, trend-savvy content.

  • Collaborate with our team to showcase new features and real-world use cases.

  • Review and write technical blog posts.

What We’re Looking For

  • Strong programming background; you can independently build and demo projects.

  • Comfortable on camera with clear, engaging communication.

  • Understanding of what makes social content work: pacing, storytelling, trends.

  • Track record of creating content (technical YouTube, TikTok, blogs, livestreams, etc.).

  • Bonus: experience with dev tools, open source, or developer advocacy.

Why Join

  • Flexible, part-time/full-time contractor position.

  • Creative freedom and ownership: define how Codegen shows up online.

  • Combine software development with content creation in a unique role.

  • Competitive hourly or per-project pay; potential for a full-time offer based on performance and company needs.