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 Test Engineer

Cashfree Payments · Bengaluru

Qualification:


  • 3-6 years of proven experience in Software Testing with a primary focus on API Test Automation.
  • Programming Mastery: Strong proficiency in Core Java (OOP concepts, Collections, Exception Handling, and Java 8+ features like streams/lambdas).
  • API Automation: Extensive, hands-on experience using REST Assured to test web services.
  • Test Frameworks: Deep knowledge of TestNG or JUnit for test creation, data-driven testing, and parallel execution.
  • Build & Version Control: Proficiency with Maven or Gradle and version control systems like Git (branching, merging, PR reviews).
  • Web Services Knowledge: Solid understanding of REST architecture, HTTP methods, HTTP status codes, and web service security.

Key Responsibilities

  • Framework Development: Design, develop, and maintain scalable and robust API test automation frameworks using Java, REST Assured, and TestNG/JUnit.
  • API Validation: Create comprehensive automated test suites to validate RESTful APIs, covering functional, integration, and security testing scenarios (handling OAuth 2.0, JWT, API Keys).
  • CI/CD Integration: Integrate automated test suites into continuous integration pipelines (using Jenkins, GitLab CI, or GitHub Actions) to enable seamless, automated test execution on every build.
  • Data & Schema Validation: Perform advanced data parsing (JSON/XML) using libraries like Jackson or Gson, and validate API responses against defined Swagger/OpenAPI schemas.
  • Backend Verification: Write strong SQL queries to validate backend database states, ensuring API requests correctly translate to database transactions.
  • Defect Management: Actively monitor test runs, investigate failures, analyze server logs, and log clear, reproducible defects in Jira.
  • Collaboration: Work closely with developers, product managers, and other QA engineers in Agile sprints to define test strategies, estimate efforts, and identify edge cases early in the design phase.Role & responsibilities


Preferred candidate profile