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 Engineer

Steris · Pune

Position Summary

We are looking for a Senior Software Engineer to ensure the quality, safety, and compliance of our full-stack connectivity solutions for STERIS Healthcare capital products including sterilizers, washers, and automated endoscope reprocessors (AERs). This role involves executing manual and automated tests to verify the reliability, security, and regulatory compliance of the software. The ideal candidate will work closely with developers, regulatory teams, and stakeholders to ensure the system meets FDA, HIPAA, and other healthcare industry standards

Duties
  • Design, develop, and execute manual and automated test cases for healthcare software handling medical device data.
  • Ensure software meets FDA regulations, HIPAA, and IEC 62304 compliance requirements.
  • Perform functional, usability, integration, security, and performance testing for medical data workflows.
  • Develop and maintain test automation frameworks using tools like Selenium, Cypress, or NUnit.
  • Validate data integrity, interoperability, and compliance for secure medical data exchange.
  • Document test cases, defects, and reports following regulatory best practices.
  • Work with DevOps teams to integrate automated testing into CI/CD pipelines for continuous validation.
  • Participate in risk assessments, validation planning, and verification activities to meet regulatory expectations.
Duties - contd
Education Degree
  • Bachelors Degree in Computer Science or Engineering General
Required Experience
Preferred Experience
  1. 5+ years of Software testing experience in healthcare, medical devices, or regulated industries with knowledge of compliance standards.
  2. Bachelor s in Software Engineering or Computer Engineering required.
Skills
  1. Experience in healthcare, medical devices, or regulated industries with knowledge of compliance standards.
  2. Proficiency in manual and automated testing, including API and database testing.
  3. Familiarity with test management tools (e.g., TestRail) and defect tracking systems (e.g., JIRA).
  4. Experience with automated testing tools such as Selenium, Cypress, or NUnit.
  5. Strong understanding of data security, encryption, and PHI/PII protection.
  6. Familiarity with software validation processes in regulated environments.