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 .

Product Technical Execution Manager

Lacoste · Mumbai

  • Translate technical know-how and excellence standards into flawless manufacturing execution.
  • Ensure "Right First Time" development accuracy and secure robust pre-industrialization and production readiness.
  • Empower suppliers technically to elevate capability and autonomy.
  • Protect the premium positioning and craftsmanship standards of Lacoste products.
  • Collaborate closely with Global Product Technical Director on policy implementation.
  • Define competency expectations for supplier technical teams.
  • Drive supplier maturity and ownership of Lacoste standards, acting as the primary technical interlocutor with suppliers.
  • Conduct structured technical training sessions for supplier teams and nominate/train Sample QA representatives dedicated to Lacoste standards (phase-wise and supplier-wise).
  • Identify skilled operators, pattern makers, and technicians for Lacoste styles, evaluate supplier sample rooms and technical setup, and support technical certification and evaluation of factory capabilities.
  • Implement improvement plans where gaps are identified and reduce recurring technical deviations through proactive capability development.
  • Ensure technical consistency across Asia, Europe, and Americas platforms and contribute to standardizing copy styles and carry-over processes.
  • Share best practices and improvement initiatives, participate in Global PTE Seminar (mandatory), and participate in Quality Proto Reviews in Paris (mandatory).
  • Provide seasonal KPI feedback and technical insights.
Job Requirements
  • Degree in Textile Engineering, Apparel Manufacturing, Garment Technology, or related field.
  • Minimum 7+ years of experience in textile production, development, and manufacturing.
  • Experience with international premium brands or textile groups.
  • Strong background in Woven and Knitwear garments.
  • Experience in supplier-facing technical leadership roles.
  • Advanced understanding of garment construction and workmanship.
  • Pattern making knowledge and grading principles.
  • Industrialization and line setting understanding.
  • Risk assessment capability in pre-production.
  • Strong analytical and problem-solving skills.
  • Centric PLM Super User capability.
  • Deep knowledge of Lacoste technical standards and premium execution.
  • High autonomy and accountability.
  • Strong decision-making capability.
  • Structured and methodical approach.
  • Ability to influence without direct authority.
  • Excellent cross-cultural communication skills.
  • Strong presentation and training capability.