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 .

Manager - Technical Project Manager

Compassx · Irvine, CA

About Us:

At CompassX, our clients rely on us to lead high-priority strategic initiatives and transformational projects.  Our mission is to create a community of people who come up with innovative approaches and deliver the best outcomes for our clients.

You will have the opportunity to leverage your experience, creativity, and skills to impact your clients and influence the trajectory of our firm to achieve growth for the team and your career.

We are honored to be recognized as a “Best Place to Work” in Southern California and listed as one of INC.’s 5000 fastest-growing private companies in the U.S.

As a Technical Project Manager, you’ll have the opportunity to leverage your expertise to make a tangible impact on client outcomes while contributing to the growth of our team and firm. CompassX is proud to be recognized as a “Best Place to Work” in Southern California and one of INC.’s 5000 fastest-growing private companies in the U.S.

Role Description:
We are seeking a Technical Project Manager to lead and coordinate complex technical initiatives. In this role, you’ll manage multiple workstreams, translate technical requirements into actionable plans, and serve as the bridge between technical teams and business stakeholders.

You’ll play a critical role in ensuring successful project execution by managing scope, schedules, risks, and resources while driving collaboration across technical teams such as software engineering, cloud transformation, or data integration teams. A light hands-on approach to technical problem-solving will also be valuable for troubleshooting and quality assurance.

As part of our consulting team, you’ll also have the opportunity to:
- Build strong client relationships that lead to new project opportunities.
- Contribute to CompassX initiatives, including recruiting, mentoring, and firm development.
As a Technical Project Manager, you’ll have the opportunity to leverage your expertise to make a tangible impact on client outcomes while contributing to the growth of our team and firm. CompassX is proud to be recognized as a “Best Place to Work” in Southern California and one of INC.’s 5000 fastest-growing private companies in the U.S.

Role Description:
We are seeking a Technical Project Manager to lead and coordinate complex technical initiatives. In this role, you’ll manage multiple workstreams, translate technical requirements into actionable plans, and serve as the bridge between technical teams and business stakeholders.

You’ll play a critical role in ensuring successful project execution by managing scope, schedules, risks, and resources while driving collaboration across technical teams such as software engineering, cloud transformation, or data integration teams. A light hands-on approach to technical problem-solving will also be valuable for troubleshooting and quality assurance.

As part of our consulting team, you’ll also have the opportunity to:
- Build strong client relationships that lead to new project opportunities.
- Contribute to CompassX initiatives, including recruiting, mentoring, and firm development.