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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Kaikosystems · remote

Founded in 2020, Kaiko Systems is a tech company driving digital innovation in the global maritime industry. Our mission is to make shipping safer, smarter, and more collaborative by transforming manual processes into actionable intelligence. 

With our products, ship crews can collect reliable vessel data on the job, while our AI-powered analysis generates actionable insights for technical teams onshore. These insights help predict incidents, reduce downtime, and enhance safety and efficiency, empowering shipping companies to operate at their best. 

At Kaiko Systems, we’re not just building technology — we’re delivering solutions that make a real difference in people’s work lives and their professional environment. Join us as we navigate the future of maritime together.

Why us?

  • Join a highly ambitious and diverse team with a collaborative working environment at a very exciting time in the company’s development, as we scale on the back of significant product market fit
  • Be at the forefront of digitalization in a critical global industry
  • Great office in the heart of Berlin as well as flexible / remote options
  • Flexible and hybrid work environment that values work-life balance
  • Generous vacation policy on top of bank holidays 

At Kaiko Systems, we believe that innovation thrives when diverse perspectives come together. As a forward-thinking maritime tech startup, we are committed to building an inclusive workplace where everyone feels empowered to contribute their unique talents and experiences. We value every individual’s cultural background, gender identity, age, ability, or any other characteristic that makes you who you are. By embracing these differences, we create an environment where collaboration flourishes and ideas grow. If you share our passion for revolutionizing the maritime sector through technology, we’d love to hear from you. Let’s chart new waters together.

About us

We’re a growing company, expanding both our business and our team. To ensure everyone feels safe, can perform at their best, and to keep the company successful in uncharted waters, we’ve aligned on a set of values that guide us:

  • Be the G.O.A.T — We take initiative and own the outcome, hold ourselves and others accountable, execute with excellence, and we are curious to learn
  • Promote Joy, Respect & Sincerity — We enjoy our time together, leave our ego at the door, treat others with respect and seek truth together 
  • Have the Customer at Heart — We stay focused, strive for simplicity, use data to lead discussions and make decisions collaboratively
These values shape how we work together and will be a part of our conversations during the recruiting process. By living these principles, we create an environment where both our people and our business can thrive, navigating challenges with confidence and purpose.