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 .

Careers

Qlik

Careers for the Curious

Our vision is to empower a data-literate world, where everyone can use data to answer questions, shine a light on decision-making and solve their most challenging problems.

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Who we are

We’re innovators, helping our customers to blaze trails through digital transformation. We believe in the power of data to effect change. We embrace data in every part of our lives and we encourage others to do the same.

Together, we use data to change the world.

40,000

Customers in 100 countries

2,000+

Employees worldwide

1993

Founded in Lund, Sweden

PA, USA

Headquartered in King of Prussia, with offices all around the world

Find out more about Engineering roles at Qlik

Awards and certifications

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Best Places to Work

2021

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Workhuman Certified

2022

Who we’re looking for

We’re shaping one of the hottest industries around so we expect a lot, and hope you’ll expect a lot from us in return.

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Curiosity and passion

A thirst for knowledge mixed with a need to find new ways to solve problems.

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Grit, determination, and drive

A desire to chase answers, results, and success.

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Adventure seekers

A self-motivated spirit that enjoys exploring possibilities alone as well as collaborating in person with colleagues.

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Extraordinary talents

A stand-out from the crowd ability in your field.

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Flexibility and fluidity

A love for trying new ideas just to see what happens, and always be up for finding a better way.

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A big heart

An aspirational-minded person who wants to make the world a better place.

What we offer

Qlik offers competitive compensation, company-sponsored premium benefits, medical, dental, vacation/holidays, company matching 401(k) Plan. In addition to growing your career, the extras we offer help you succeed in life as well.

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Top-notch employee benefits

Insurance to take care of you and your family’s financial, physical and mental well-being.

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Flexible working

A truly flexible approach to working - we are big believers in the work-life balance.