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 .

Skillbridge Internships

Clarityinnovates · Herndon, VA

Clarity Innovations is a trusted national security partner, dedicated to safeguarding our nation’s interests and delivering innovative solutions that empower the Intelligence Community (IC) and Department of Defense (DoD) to transform data into actionable intelligence, ensuring mission success in an evolving world.

Our mission-first software and data engineering platform modernizes data operations, utilizing advanced workflows, CI/CD, and secure DevSecOps practices. We focus on challenges in Information Warfare, Cyber Operations, Operational Security, and Data Structuring, enabling end-to-end solutions that drive operational impact.

We are committed to delivering cutting-edge tools and capabilities that address the most complex national security challenges, empowering our partners to stay ahead of emerging threats and ensuring the success of their critical missions. At Clarity, we are people-focused and set on being a destination employer for top talent, offering an environment where innovation thrives, careers grow, and individuals are valued. Join us as we continue to lead innovation and tackle the most pressing challenges in national security.

Role
Skillbridge interns have made notable contributions to a variety of Clarity teams, our customers, and the war-fighter. Many have successfully transitioned to fulltime employment with us. We are proud to provide these internships, and they will remain an important component of Clarity's overall mission of excellence. As a cyber security engineering firm, we can provide meaningful internships in the following disciplines: Software Engineering, Devops Engineering, CNO Software Development, Vulnerability Research, Software Testing, Information Assurance, and Program/Project Management.

Responsibilities
  • Embed into one of our high-functioning teams supporting a national security endeavor.
  • At the end of your internship, present to your team and other stakeholders in the company, a summary of skills and lessons learned, as well as accomplishments.
  • As you are able, engage in CCG's culture that breaks out of the 9 to 5 bubble; socialize with colleagues, seek mentors, encourage your team, and otherwise take full advantage of the fascinating people, technology, and mission we are offering you as a CCG Skillbridge Intern.
Minimum Qualifications
  • Only active duty servicemembers are eligible for Skillbridge Internships.
Preferred Experience
  • Software Development: Primary languages used at CCG include C/C++, Python, Go, and Rust.
  • Devops: Apply software dev principles to platform & infrastructure orchestration (cloud and on-prem): Python, K8s, CI/CD, Ansible, Terraform, etc.
  • CNO Development - Python, C, network fundamentals, and VR/RE concepts.
  • Vulnerability Research - Reverse engineering and exploit development on embedded and mobile devices.
  • QA/Test - Test plans, scenarios, scripts, or procedures; both manual and automated.
  • Information Assurance: RMF, ATO artifacts, 8570 Compliance (certs).
  • Program/Project Management: Technical background; cyber domain.

We are an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.
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