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 .

Safety Engineer

Eaton · Shenzhen, Guangdong, CHN, 518101

The Safety Engineer is responsible for ensuring that all Variable Frequency Drive (VFD) products comply with global safety standards, regulatory requirements, and internal design guidelines. This role supports the full product lifecycle—from concept design through validation and certification—by driving safety focused design decisions, leading internal and external safety testing, and coordinating with certification agencies such as UL, TÜV, and CE bodies. The engineer works cross functionally with electrical, mechanical, firmware, quality, and program teams to identify risks, implement corrective actions, and deliver safe, compliant, and reliable VFD products to market. Lead safety analysis and design reviews throughout product development. Ensure compliance with applicable standards (e.g., IEC/EN/UL 61800 5 1, 60730, 60950/62368, insulation coordination, creepage/clearance, grounding, protective circuits). Define safety requirements related to insulation systems, spacing, materials, thermal limits, protective components, and fault tolerance design. Safety Testing & Validation Develop safety test plans for internal lab and external certification labs. Conduct internal safety tests such as dielectric strength, working voltage, leakage current, temperature rise, abnormal tests, component failure simulation, IP Type tests, and mechanical safety evaluations. Analyze test results, identify root causes, and drive corrective actions with cross functional teams. Ensure test equipment, fixtures, and processes comply with required safety standards. Prepare and manage samples, technical documents, BOMs, critical component lists, construction files, and deviation assessments for certification. Act as primary interface to UL, TÜV, CE Notified Bodies, and other global agencies for audits, inquiries, and issue resolutions. Track certification status, renewal cycles, factory inspection findings, and ensure timely closure." BS degree,>3 years of experience with VFDs, inverters, power converters, or motor drive systems. Experience with VFDs, inverters, power converters, or motor drive systems. Experience working with agencies (UL, TÜV, CSA, CQC, etc.). Knowledge of functional safety (ISO 13849, IEC 61508) is a plus."