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 .

Senior DevOps Engineer (Incogni)

Surfshark · Vilnius

Incogni is at the forefront of consumer privacy-tech, making it easy for people to remove their personal information from data brokers. Since its launch, Incogni has become the most popular data removal service among consumers and continues to grow rapidly.

Join our international team of experts from LT, PL, DE, and the US to help people take control of their privacy and protect their personal information. Be a part of an innovative organization dedicated to setting new standards in data privacy.

Incogni is at the forefront of consumer privacy-tech, making it easy for people to remove their personal information from data brokers. Since its launch, Incogni has become the most popular data removal service among consumers and continues to grow rapidly.

Join our international team of experts from LT, PL, DE, and the US to help people take control of their privacy and protect their personal information. Be a part of an innovative organization dedicated to setting new standards in data privacy.

If you want to:

  • Specialize in Kubernetes and other CNCF technologies;

  • Work primarily in AWS, with opportunities to engage with other cloud platforms or physical servers;

  • Use GitOps approach in daily work, automate everything with Terraform and Ansible;

  • Develop and enhance efficient CI/CD pipelines with Gitlab, ArgoCD, Helm;

  • Manage and optimize Percona, MySQL, and MongoDB databases;

  • Build logging and monitoring infrastructure with Prometheus, Grafana, Alertmanager, Loki;

  • Collaborate closely with product engineering teams;

  • Maintain a stable, modern, scalable platform for applications that will be certified with SOC2.

  • And you can check off:

  • Demonstrated competency in Linux and automation;

  • Good knowledge of networking and firewalls;

  • Proficiency in infrastructure as code platforms such as Ansible and Terraform;

  • Ability to write your own bash, Python scripts, and Helm charts;

  • Good understanding of infrastructure and application monitoring and alerting;

  • Experience with MySQL and MongoDB databases;

  • Proactive attitude, strong problem-solving abilities, and analytical skills;

  • Capability to build new systems from scratch;

  • Eagerness to learn and grow.

  • Here’s the deal:

    • Growth and learning opportunities: time dedicated to learning, conferences, online learning platforms, and books for your professional development;

    • Health and wellness: we want you to feel and be your best. That's why we offer various benefits, from online workouts and a physical coach to health insurance and regular mental health checks;

    • Tools of your choice: choose the technical equipment and tools you need to do your best work;

    • Community and celebrations: get ready for long-lasting traditions such as yearly workation, Friday get-togethers, various team buildings and company celebrations;

    • Work-life balance: We encourage working in the office, with the possibility of up to two remote days per week. Plus, with our WFA policy, you can work from almost anywhere in the world;

    • More days off: additional vacation days depending on your tenure;

    • Premium Surfshark accounts: for you, your family, and friends;

    • Gross salary: 4700 - 7400 Eur/month. Although it may vary depending on your skills and experience.