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 .

Designer

Zed · The Americas (North, Central, South)

Zed is building a new kind of programming environment.

We’re not just designing a code editor. We’re designing the environment where humans and AI build software together.

Zed combines high-performance local editing, real-time collaboration, and AI agents that can work directly in the codebase.

We’re looking for a Product Design Engineer to help shape how this environment works.

Designers at Zed work closely with engineers, prototype ideas directly in the product, and often implement parts of the interface themselves.

What you'll work on

The editor sits at the center of how developers read, understand, and evolve complex systems. Small interaction decisions can meaningfully shape that process.

You might work on:

  • Collaborative programming workflows

  • Interaction models for AI agents that read and modify code

  • Navigating and understanding large codebases

  • Keyboard-driven workflows and command systems

  • Interfaces for Git, debugging, and code exploration

  • Zed’s design system and interaction patterns

  • Prototyping and implementing UI in the product

Many of the interaction patterns we’re exploring don’t yet have established precedents.

How you'll work

Design is tightly integrated with engineering.

Designers often pair with engineers, exploring ideas directly in the product. Many interactions start as small experiments in the codebase rather than static mockups.

We care deeply about clarity, performance, simplicity, and craft.

What we're looking for

You might be a good fit if you:

  • Have strong product design experience

  • Care deeply about interaction design

  • Enjoy working on technical products

  • Prototype ideas in code

  • You enjoy operating on the bleeding edge, work well with ambiguity, and ship

  • You are excited to learn some Rust and get your hands dirty creating interfaces in Zed's custom-built UI framework, GPUI

Strongly Preferred Experience

We’re especially excited about designers who have worked on:

  • Developer tools or IDEs

  • Code editors or programming environments

  • Technical productivity software

  • AI-assisted tools or developer platforms

  • Complex productivity products

About Zed

Zed is open source and built in public by the team behind Atom and Tree-sitter.

The editor is written in Rust with GPU acceleration for every frame. When you type or move the cursor, pixels respond instantly. That responsiveness keeps you in flow.

Zed is multiplayer by default, allowing developers to work together in the same codebase in real time. Much of our work happens through pair programming, with engineers collaborating directly inside the editor.

We ship improvements weekly and work closely with a community that cares deeply about the craft of developer tools.

Join us in revolutionizing the development experience. Your expertise could drive Zed's next game-changing feature!

Location: Remote (American or European time zones)