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 .

Marketing Operations Professional

Siemens · Mumbai, New Delhi

Job Responsibilities:
- Work with marketing leadership to develop and execute Core Laboratory Solutions (CLS) business and portfolio strategy in India and neighboring countries.
- Formulate pipeline recommendations and priorities, while leading strategy and business plans including support to all business development related opportunities based on market potential
- Incorporates customer needs into product development programs and supports manufacturing for newer Chemistry assays and existing assays on the MII productline.
- Possess product and application expertise to communicate effectively with the customers segments.
- Understand and anticipate customer needs. Ensures that appropriate customer input is gathered for new and existing products.
- Analyze competitors and ensures competitive strategies are in place for new and existing products.
- Implement launch plans and marketing strategies, developing web pages, email blasts, literature, and promotions in coordination with communication team.
- Post-marketing functions would include monitoring sales performance of products, collecting customer feedback, giving presentations in the customer sites and at conferences, and guiding strategy changes as needed.
- Drive Key opinion Leader and strategic partner relationships.
- Provide customer support as needed, supporting the technical service team on product line-specific inquiries.
-Develop and implement customer centric marketing programs for products.
-Develop and implement training programs for sales and application teams on Siemens solutions and innovative assays.
-Drive the Assay Penetration programs for CLS Product lines.