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 Software Engineer

Nextgenfed · Remote

NextGen Federal Systems, LLC (NextGen) is seeking a Senior Software Engineer to participate in the full Software Development Life Cycle for the development of innovative software systems for use by our Department of War (DoW) customers.

Selected candidates will be part of a distributed development team operating in a dynamic, agile, fast-paced environment, and will participate in all phases of the software engineering process including research, design, development, integration, deployment and testing.

 

 

NextGen Federal Systems, LLC (NextGen) is seeking a Senior Software Engineer to participate in the full Software Development Life Cycle for the development of innovative software systems for use by our Department of War (DoW) customers.

Selected candidates will be part of a distributed development team operating in a dynamic, agile, fast-paced environment, and will participate in all phases of the software engineering process including research, design, development, integration, deployment and testing.

 

 

About NextGen:

NextGen Federal Systems is an innovative technology and professional services provider specializing in advanced software solutions and comprehensive mission and business support services. We work in close collaboration with our customers to truly understand their business and mission goals. Our approach is to design, build, implement, and manage solutions that measurably improve our client’s organizational performance. We have established and foster a corporate culture where we:

  • Treat employees with fairness and respect regardless of their position, sexual identity, race, or tenure.
  • Communicate the importance of our mission and our employees’ contributions to it, ensuring they understand how their job role contributes to the greater good.
  • Openly promote and communicate our ideas for change and adaptability.
  • Strive to achieve results as an organization.
  • Hold employees accountable to their commitments and provide incentives that encourage positive and productive behaviors.
  • Value the talents and contributions of our employees as the key factor for our success.
  • Create an environment where people can engage at all levels.
  • Encourage people to take risks and allow them to make mistakes.

 

Equal Opportunity Employer/Protected Veterans/Individuals with Disabilities.

 

RefID: A01

Qualifications:

· Bachelor’s Degree in Computer Science, Math, Engineering, or related field

· 8+ years of formal work-related experience with software engineering

· Ability to obtain and maintain a Secret Security Clearance

Required Skills and Experience:

· Bachelor’s Degree in Computer Science, Math, Engineering, or related field

· 8+ years of formal work-related experience with software engineering

· Ability to obtain and maintain a Secret Security Clearance

· Experience with software architecture, design, implementation, testing, and integration

· Experience with typescript software development

· Experience with full stack software development

· Experience with React

· Experience with writing unit tests and adhering to coding standards

· Experience with NodeJS and RESTful web services

· Strong written & verbal communication skills, including technical writing and presentations

· Able to serve as task lead, scrum master, or mentor

Desired Skills and Experience:

· Experience operating in a DevSecOps environment with CI/CD pipelines

· Experience with containerization technologies (e.g., Docker, Kubernetes)

· Experience with Relational Database Management Systems (e.g., AWS RDS, Postgres)

· Experience with Cybersecurity compliance procedures (e.g., SonarQube/PrismaCloud scans, STIG checks, POAM documents)

· Experience managing and validating software releases

· Experience with performance testing, scalability mechanisms, and system tuning

· Experience with geospatial data formats (raster, vector) and tools (e.g., QGIS)

· Experience with geospatial libraries (Leaflet.js)

· Experience with OGC standards (WMS, WCS, EDR)

· Experience working with Air Force Weather systems