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 .

Scientist

WuXi AppTec · Graefelfing Bayern, DE

Overview

To strengthen our team, we are looking for a dedicated Lab Scientist (m/f/d) with a background as Technical Assistant (BTA/CTA/MTA), Bachelor, or master’s in biology, biotechnology, or related life sciences.

Responsibilities

  • Perform cell‑based assays (e.g., proliferation, viability, reporter assays, immunoassays, nanoBRET, etc.)
  • Culture and maintain primary cells and cell lines,
  • Establish, optimize, and validate new assay formats
  • Document all work according to industry standards and internal SOPs
  • Analyze and interpret experimental data (e.g., using Excel, GraphPad Prism)
  • Collaborate closely with Senior Scientists and other laboratory teams
  • Contribute to study reports and scientific presentation

Qualifications

  • Completed training as TA (BTA/CTA/MTA) or a Bachelor’s/master’s degree in biology, Biochemistry, Biotechnology, or a related field
  • Hands‑on experience with cell culture (adherent and/or suspension)
  • Practical experience with cellular assays and basic molecular biology techniques
  • Accurate, structured, and reliable working style
  • Strong team spirit and motivation to work in a dynamic environment
  • Good command of English and German, both written and spoken
  • Experience with 3D cell culture, Organoids is a plus

 

We offer

  • A role in an innovative and scientifically challenging environment
  • Diverse projects for international clients
  • Structured onboarding and continuous training opportunities
  • Modern laboratory infrastructure
  • Competitive compensation and permanent contract
  • Access to eGYM Wellpass membership for personalized fitness and wellness plans.