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 .

Quality Assurance Engineer - Broadcast/Systems

Renewedvision · Remote

As a Quality Assurance Engineer - Broadcast/Systems  at Renewed Vision, you will play a key role in delivering the highest quality products to our users by testing new and existing functionality and troubleshooting test results throughout the software release cycle. You will work closely with the development team to accurately report defects and validate fixes in a timely manner. Your knowledge and expertise will contribute to developing testing workflows and processes that ensure the delivery of software that meets the highest quality standards.

Key Responsibilities

  • Perform testing on existing and new functionality, following established standards and processes to ensure the highest quality standards are met.
  • Generate new and update existing test cases to increase testing coverage, and maintain alignment with current behavior of the software.
  • Utilize analytical and problem-solving skills to troubleshoot and correctly identify issues.
  • Report issues in a timely manner with clear and concise communication.
  • Drive continual improvement by developing and inspiring others with innovative ideas to maximize quality and efficiency of processes and workflows.
  • Promote a team-first culture by encouraging collaboration, celebrating shared successes, and staying aligned to meet commitments and goals.
  • Maintain proficiency with Renewed Vision’s core products, services, and integrations.
  • Lead with humility and integrity to elevate others and empower each person to continue to learn, grow and be their best.

Qualifications

  • Advanced knowledge of ProPresenter and its expected behaviors.
  • Prior experience in Quality Assurance or similar field.
  • Experience with test management (such as TestRail) and issue-tracking tools (such as Jira).
  • Excellent written and verbal communication skills.
  • Proven ability to prioritize tasks effectively and manage time efficiently.
  • Capability to work both independently and collaboratively within the framework of a team.