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 .

Director, Quantitative

Adelphiresearch · Doylestown, PA

Adelphi is a leading healthcare and pharmaceutical market research firm delivering invaluable insights to clients by utilizing state-of-art methodologies and techniques. Adelphi accomplishes this through a diverse team of market-leading experts who leverage their experiences to push the envelope of innovation. To continue this dynamic, we are currently building exciting tools to help build private chat AIs combined with advanced statistical models, bringing research into the AI era. We are looking for someone to elevate our visualization offerings by incorporating them into user-friendly web-based applications 

 We are looking for new talent to join Adelphi Research. We conduct market research, both qualitative and quantitative, and are exclusive to the pharmaceutical space. Through our work, we help provide insights that bring several new drugs to market to fundamentally impact the lives of patients living with a myriad of conditions, including oncology, neuroscience, immunology, diabetes and others. We have worked on some of the latest and most novel drugs that have improved patient quality of life, and more importantly extended it. It is rewarding work and we hope you will consider joining our team! 

If you’re looking for a company that strives to create a work environment that encourages and compliments you, you’re curious, a critical thinker able to think outside the box, like challenges and are passionate about what you do, we definitely want to speak with you! 

Title: Director, Quantitative 

Location: Doylestown, Pennsylvania. 

Department/Discipline: Market Research 

Responsibilities:  

  • A stellar market research professional with 8 – 12 + years of experience, preferably all in pharmaceutical/healthcare space 
  • Ability to generate sales and repeat business by fostering strong client relationships and seeking referrals  
  • Passionate about knowing our clients’ strategy, and ability to consult strategically and deliver solid, insightful reports and presentations 
  • Significant depth of experience in market research (quantitative and qualitative market research); a strong understanding of advanced analytical methods a plus 
  • We are looking for someone whose background includes leading teams; must be able to mentor both junior and senior staff in both market research and pharmaceutical industry knowledge 
  • Curious and open to exploring new methods and spearheading the development of new market research techniques, solutions and methods 
  • In person client travel is required  
  • You will be part of a team where your contributions are recognized and appreciated 
  • You will be challenged and grow as you use your talent to develop new business, nurture existing relationships 
  • You can expect to contribute to the company’s overall strategic direction as a participant in senior leadership meetings 
  • You will be encouraged to think differently and apply your creativity to develop new research techniques/methods that deliver new insights and/or identify process efficiencies to improve our business 

Experience:  

  • Eight to 12 years of hands-on experience designing and implementing research studies at all stages of the drug life cycle for the pharmaceutical/biotech industries  
  • High level of expertise in elevating results from studies to be business focused, strategic and insightful 
  • Excellent presentation skills