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 .

Senior Software Development Engineer

Shakudo · Bengaluru

About Shakudo At Shakudo, we are building the world’s first operating system for data and AI. We use the term operating system in the truest sense of the word. Like iOS, Windows and Linux, Shakudo’s end-to-end OS offers ever-evolving, automatically operated, best-of-breed open-source components tailored to each business's unique needs. About the role We’re looking for a Senior Software Development Engineer to lead the end to end integration and development of applications on our platform. This role is ideal for engineers who love solving real customer problems, working on DevOps and across the stack, and delivering high-impact solutions that showcase what’s possible on Shakudo. What You’ll Do Platform Integration: Integrate open-source and proprietary components seamlessly with the Shakudo platform Full-Stack Development: Design and develop the integrated components to work harmoniously across the platform ecosystem to solve complex customer challenges Production Solutions: Build elegant, production-ready solutions for real-world data and AI challenges Cross-Functional Collaboration: Partner with Product and Customer Engineering teams to translate business requirements into scalable, robust systems Technical Leadership: Contribute to architectural decisions and establish design patterns for platform development with high autonomy Excellence Standards: Set benchmarks for building efficient, reusable, and high-impact solutions What You Bring 4-8 years of experience in DevOps and building production systems across the stack Strong Kubernetes and Helm Chart development and deployment experience Experience with cloud platforms, CI/CD pipelines, and infrastructure as code Backend and frontend experience (e.g. Python, React, TypeScript) A hands-on, solutions-first mindset and a passion for fast, high-quality delivery Office This is a work from office role based out of Bangalore (HSR Layout). Shakudo has offices in Toronto, San Francisco and Bangalore. This would mean connecting and working with the global teams in the evenings.