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 .

Sr Territory Account Manager, Shanghai

Illumina · China

Illumina is a company that values diversity and inclusion, and is seeking a Sr Territory Account Manager to achieve sales objectives in the Shanghai region. The role involves managing customer relationships, developing sales strategies, and providing regular reports on sales and market activities. The ideal candidate is experienced in driving sales in the Chinese market.

Requirements

  • Represent the company professionally, ethically, and morally at all times
  • Develop high value customer accounts through the sale of Illumina’s products and services
  • Participate in all sales activities and assist with general customer demonstrations, training, and support
  • Coordinate and communicate sales activities and strategies effectively to supervisor
  • Develop and maintain all account/contact details within Illumina’s CRM database
  • Provide regular and accurate sales forecast updates
  • Assist with the development of a customized territory plan
  • Maintain an effective, professional working relationship with internal customers and product development groups
  • Establish and maintain a comprehensive database of all users in territory within CRM
  • Spend at least 40% of their time in the field developing customer relationships
  • Negotiate all genetic analysis sales in territory and generate associated sales contracts and quotations
  • Assist in the identification and recruitment of new sales people as required
  • Aid, support, and help develop new sales territories created through business growth
  • Assist with workshops, conventions, seminar series, and other marketing activities as required
  • Identify and manage high-caliber genetic analysis sales opportunities through professional screening processes and use of all available information resources
  • Develop comprehensive knowledge of prospects including personnel and responsibilities, budgeting, internal politics, products and services, competition, and market
  • Initiate and develop relationships with various key personnel at selected targets
  • Promptly follow-up on any sales leads by making direct contact with prospect and commencing screening
  • Distinguish between regular sales and business development opportunities
  • Close high quality sales prospects to meet sales targets
  • Maintain primary relationship with prospects during pre-sales, sales, and post sales phases
  • Maintain profit margins through effective sales negotiation
  • Ensure that customers are fully satisfied with the transactions

Benefits

  • Opportunity to work with a company that values diversity and inclusion
  • Competitive salary and benefits package
  • Opportunity to work with a team of talented and experienced professionals
  • Professional development and growth opportunities
  • Opportunity to make a meaningful contribution to the company's mission

Originally posted on Himalayas