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 .

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Who we are: 

Maravai LifeSciences translates extraordinary science into everyday miracles, helping biotech, biopharma, and life sciences companies everywhere deliver novel vaccines, therapeutics, and diagnostics. We are global leaders in providing products and services within the fields of nucleic acid production and biologics safety testing to many of the world's leading biopharma, vaccine, diagnostics, and cell and gene therapy companies.  

At Maravai, we believe that diverse perspectives are the foundation of innovation. Through an inclusive and equitable culture where every team member is inspired to bring their best selves to work, we cultivate an environment in which we can lead together, providing differentiated value to our customers, and enabling the miracles of science. For over 35 years, Maravai’s portfolio companies have served as a catalyst for innovative, lifesaving technology for humanity. Pioneering nucleotide research since its inception, we are now leading the way in the rapidly expanding mRNA market. 


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If you are interested in working with us, but do not see a position open that matches your skillsets, we would still love to hear form you! Please submit your resume and let us know a bit more about you and we will reach out if a position opens up that aligns! 

In the meantime, follow us on LinkedIn to stay up to date on our company and job openings.

www.linkedin.com/company/maravai-lifesciences/

We look forward to connecting with you!


 

The benefits of being a #MiracleMaker: 

  • You have the potential to change, improve, and save lives around the world. 
  • You have the opportunity to be a part owner in Maravai through RSU grants and optional employee stock purchase plans. 
  • We offer comprehensive medical plans and HSA/FSA options. 
  • Fertility & family planning assistance. 
  • A variety of additional optional benefits and insurance options, including pet insurance. 
  • Retirement contributions. 
  • Holidays & Paid Time Off. 

Benefits may vary by region and employment type and do not apply to temporary employees or contractors. See a comprehensive list of benefits at our Benefits & growth site at https://www.maravai.com/careers/benefits-and-growth/ 

To view more opportunities to become a #MiracleMaker, visit our career site at https://www.maravai.com/careers/