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 .

Purchasing Manager

BorgWarner · Izmir - Türkiye

The Purchasing Manager is responsible for leading strategic sourcing, supplier management, and cost optimization activities to ensure supply continuity and business competitiveness. With strong expertise in automotive standards such as APQP, PPAP, and IATF 16949, the role manages supplier quality, performance, and sustainability while conducting effective negotiations for complex, high-value contracts. Leveraging ERP systems and data analytics, the position drives value engineering, cost modeling, and spend transparency. The role works closely with cross‑functional teams to balance long‑term procurement strategies with daily operational requirements and supply risks. As a people leader, the Purchasing Manager demonstrates strong ownership, resilience, and the ability to guide teams through challenging and dynamic environments.

Responsibilities:

  • Strategic Sourcing & Supplier Management
  • Cost Optimization & Value Engineering
  • Operational Purchasing & Supply Continuity
  • Contract & Negotiation Management
  • Cross-Functional Collaboration
  • Supplier Quality & Sustainability
  • Leadership & Team Development

Key Competencies technical/substantive / professional:

  • Deep knowledge of procurement and supply chain processes, especially in automotive (APQP, PPAP, IATF 16949 fundamentals)
  • Strong negotiation skills for complex, high-value supplier agreements.
  • Advanced understanding of cost breakdowns, cost modeling, and value analysis.
  • Proficiency in ERP systems (SAP/Oracle), sourcing tools, and data analytics.
  • Familiarity with global supplier markets and commodity trends.
  • Leadership Competences
  • Business & Strategic Competences
  • Excellent communication and interpersonal skills at all levels, including executive stakeholders.
  • Strong problem-solving skills and ability to work under pressure during supply crises.
  • High level of ownership, initiative, and resilience.
  • Ability to manage complex situations and balance long-term strategy with daily operational needs.

Internal Use Only: Salary

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