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 Program Manager, Engineering Operations

Kong · Canada

Are you ready to power the World's connections?

If you don’t think you meet all of the criteria below but are still interested in the job, please apply. Nobody checks every box - we’re looking for candidates that are particularly strong in a few areas, and have some interest and capabilities in others.

Senior Program Manager, Engineering

About the Role

We’re looking for a Senior Program Manager, Engineering to help us scale how we build. As we grow, the complexity of our systems, teams, and processes grows with us. This role is critical to keeping everything running smoothly.

You’ll operate at the center of engineering, product, and business teams, driving alignment, accelerating execution, and ensuring we deliver high-quality software at scale. This is a high-impact role for someone who thrives in fast-paced environments, brings structure to ambiguity, and isn’t afraid to roll up their sleeves.

What You’ll Do

  • Own and drive complex, cross-functional programs that are critical to scaling our engineering organization

  • Identify bottlenecks and inefficiencies, and implement pragmatic, scalable solutions

  • Optimize tools, processes, and workflows to increase Engineering efficiency and reduce friction

  • Define and track key engineering metrics, using data to guide decisions and drive accountability

  • Act as a force multiplier—removing blockers, aligning stakeholders, and keeping teams focused on what matters most

What You’ll Bring

  • 5+ years of experience in Program Management, Technical Program Management, or similar roles in high-growth environments

  • Background in software engineering, ideally within a SaaS company

  • Proven ability to operate effectively in ambiguity and drive clarity across teams

  • Strong systems thinking and a bias for action. You don’t just identify problems, you solve them

  • Excellent stakeholder management and communication skills across technical and non-technical audiences

  • Bachelor’s degree in Computer Science or a related field

About Kong:

Kong Inc., a leading developer of API and AI connectivity technologies, is building the infrastructure that powers the agentic era. Trusted by the Fortune 500 and startups alike, Kong's unified API and AI platform, Kong Konnect, enables organizations to secure, manage, accelerate, govern, and monetize the flow of intelligence across APIs and AI models. For more information, visit www.konghq.com.