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 Software Engineer

Novatalent · New York City

ABOUT SIRO Siro is a Series A company using AI to coach field sales professionals, i.e., anyone who conducts sales in person. Most sales professionals in the U.S. work in field sales, but get ZERO on-the-job coaching because they are alone in the field. Top-performing sales reps out-earn surgeons, but most do not. We believe that with the right tooling, field sales can become the most accessible path to financial freedom. ABOUT THE ROLE As a Mobile Engineer at Siro, you'll be at the forefront of creating a cutting-edge mobile application that is changing the field sales industry. You'll work closely with our cross-functional team to design, develop, and deploy features that directly impact the success of sales professionals across the country. You'll be responsible for building and maintaining high-quality, performant mobile applications for both iOS and Android platforms. KEY RESPONSIBILITIES - Lead the development of new features and improvements for our mobile applications on both iOS and Android platforms. - Collaborate with product managers, designers, and other engineers to define and implement new product features. - Write clean, maintainable, and efficient code using Swift and Kotlin. - Participate in code reviews and mentor fellow engineers to maintain high code quality and share knowledge. - Optimize application performance and ensure the highest levels of security and data protection. - Contribute to the continuous improvement of our development processes and best practices. - Stay updated with the latest trends in mobile development and proactively suggest improvements to our tech stack and methodologies. QUALIFICATIONS - 5+ years of experience in mobile app development, with a strong portfolio of shipped applications. - Deep expertise in Swift (3+ years of experience) for iOS development. - Launched and scaled mobile applications at early-stage startups. - Demonstrated experience in leading technical projects and mentoring fellow developers. - Strong familiarity with mobile development best practices, including performance optimization, security, and offline-first strategies. - Experience with version control systems (preferably Git) and CI/CD pipelines for mobile applications. - You are an exceptional problem solver, with the ability to think critically and approach challenges with a first-principles mindset. - You have strong communication skills, able to articulate complex technical concepts to both technical and non-technical stakeholders. COMPENSATION We pay 75th percentile for our stage (Series A, $18M raised) and geography (NY/Tier 1 cities), per Pave's benchmarks. Senior salary = $200k. We are open to Staff level candidates = $220k. We offer highly competitive equity grants.