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 .

Engineering careers

Starling Bank · United States

Engineering careers

When it comes to hiring, we focus on aptitude and attitude rather than specific experience or qualifications. We encourage our people to try new things and experiment, creating a culture of innovation which differentiates us from others. The work we do here is shaping the future - join us.

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Join our team

Starling engineers love building things, creating new stuff, learning new technologies and working with others across all areas of the business to bring brilliant products and features to life.

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“As a Starling engineer, I work on projects that directly impact the user experience of our customers, as well as how they manage their money and interact with their bank. What I really love is the freedom and responsibility to manage my own projects and time. I feel trusted and empowered to prioritise tasks, and I am learning new things all the time.”

Teresa

Engineering Lead

“Working in small cross-functional teams means we can work on multiple projects concurrently, deliver quickly, reduce technical debt and share knowledge & expertise.”

Josh

Engineering Lead

Benefits

  • 25 days holiday, increased with length of service.

  • Take your bank holiday allowance whenever works best for you.

  • Have an extra day off on your birthday!

  • 16 hours paid volunteering time a year.

  • Ability to buy or sell annual leave.

  • Company enhanced salary sacrifice pension scheme with Royal London.

  • Life insurance at 4x your salary with MetLife.

  • Private medical insurance with Vitality, including structured mental health support and cancer care.

  • Access to professional services such as bereavement support and legal counsel.

  • Generous family-friendly policies.

  • Perkbox membership giving access to retail discounts, a wellness platform for physical and mental health, and weekly free and boosted perks.

  • Access to Cycle to Work scheme, season ticket loans to spread the cost of travel and salary sacrificed gym partnerships.

Building a better bank

Starling is technology-led. As a Starling engineer, you’ll have a lot of freedom to accomplish your goals in the way you want. We have no estimates, no story points, no t-shirt sizes. You’re responsible for developing, deploying, and maintaining the code, as well as supporting features and products in production using our service-based cloud architecture.

Working in engineering at Starling means deploying code daily. You’ll be working out how to deliver new banking features in a way that ensures the security and reliability of the system. We’re offering you a hugely exciting challenge - to join our team as we scale up towards having millions of accounts.

Read our engineering blog posts to learn more about the team and what they get up to.

Read more about the team

Some of the tech you’ll get to work with

Ready to come on board?

Browse our current technology openings below.

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