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 .

Backend Engineer - SDE2

Aisquared · India

Who are we looking for? 

We are seeking a talented and experienced Backend Engineer (SDE – 2) to join our distributed team. In this role, you will be responsible for designing, developing, and maintaining scalable and secure backend systems. As a key contributor, you will collaborate with engineers, product managers, and stakeholders to ensure backend infrastructure delivers an exceptional user experience while maintaining high performance and reliability. 

Responsibilities: 

  • Design, develop, and maintain backend services, focusing on performance, security, and scalability. 
  • Proactively communicate with team members before starting implementation to align on goals, requirements, and potential challenges. 
  • Build reusable, maintainable code and ensure backend systems are optimized for performance and efficiency. 
  • Collaborate closely with frontend engineers to ensure backend systems align with product needs and contribute to a seamless user experience. 
  • Work with product designers and managers during the design phase to review requirements, ask questions, and clarify any ambiguities, ensuring that the technical implementation supports the overall product vision. 
  • Take ownership of backend architecture, suggesting improvements to enhance scalability, reliability, and code quality. 
  • Break down complex technical issues into manageable tasks and milestones, ensuring timely delivery while maintaining high standards. 
  • Write clean, testable code and participate in code reviews to maintain high-quality standards across the codebase. 
  • Continuously monitor and improve system performance, addressing any bottlenecks and ensuring scalability. 

 

 

Requirements: 

  • 3+ years of experience in backend development using any modern technology stack. 
  • Strong expertise in backend development, including API design, database management, and cloud infrastructure. 
  • Proactive in communication, ensuring alignment and clarity across team members before starting projects/features.