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 .

Platform Services Engineer

Browserbase · San Francisco

Platform Services builds and maintains the core backend services and APIs that power Browserbase products. This team ensures developers—both internal and external—have a fast, reliable, and intuitive foundation to build on. From designing clean interfaces to operating critical services in production, Platform Services sits at the heart of how Browserbase works.

What you’ll do

  • Design, build, and operate backend services and APIs that serve as foundational components across Browserbase’s product surface.

  • Develop reliable, well-structured service architectures, with a focus on clarity, maintainability, and long-term extensibility.

  • Work closely with product and engineering teams to gather requirements and deliver APIs and service abstractions that are intuitive and delightful to use.

  • Own projects end-to-end, from scoping and technical design through implementation, rollout, observability, and maintenance.

  • Improve developer experience through high-quality documentation, tooling, and thoughtful interface design.

  • Investigate, debug, and resolve operational issues in production systems.

  • Contribute to team standards for service architecture, API design, testing, and operational excellence.

Technical skills

  • Strong experience building backend services and APIs using Go or TypeScript.

  • Familiarity with HTTP/REST, WebSockets, RPC, authentication/authorization, service decomposition, and API lifecycle management.

  • Experience with CI/CD pipelines, Kubernetes/Docker, and modern cloud infrastructure.

  • Solid understanding of relational databases and schema design.

  • Comfort with automated testing, performance tuning, and building resilient systems.

  • Bonus: experience with SDK development, API versioning strategies, observability tooling, or rate-limiting/quotas.

You’re a good fit if you…

  • Have high agency: you can define direction, make informed tradeoffs, and drive projects without waiting for perfect clarity.

  • Are energized by owning problems independently and seeing them through to completion.

  • Communicate clearly—especially in writing—and tailor your communication to the audience.

  • Are adaptable, curious, and able to quickly understand unfamiliar codebases or problem domains.

  • Enjoy building alongside a sharp, fast-moving team where craftsmanship and pragmatism matter.

  • Are excited to work 5 days a week in our San Francisco HQ (or are open to relocating).

Why join us

  • Work on foundational services used across every Browserbase product.

  • Shape the architecture and APIs that other teams rely on daily.

  • Collaborate with a small, high-bar engineering team that cares deeply about quality.

  • Make immediate, meaningful impact at an ambitious startup building infrastructure for the future of browser automation.