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 Technical Lead

Calibrate Group AI · Worldwide

engineer
We're hiring our founding technical hire — a Senior Technical Lead who will own the entire technical vision and execution. This is a co-builder role, not a cog-in-machine role.
What You'll Own:
  • Designing and building custom AI implementations for SMB clients — from discovery through deployment
  • Integrations across the platforms our clients already use (Toast, Square, Mindbody, QuickBooks, HubSpot)
  • Our AI tooling stack (Claude API, Make.com, Clay) and the internal systems that power delivery
  • Ongoing maintenance, optimization, and evolution of client AI systems
  • Client-facing portal and delivery infrastructure
  • Technical hiring as we scale
What We're Looking For:
  • 8+ years of engineering experience shipping real SaaS products
  • AI-native workflow: Cursor, Claude API, Make.com are daily tools, not experiments
  • Led a small team. You think in business outcomes, not just code
  • Former founding engineer or technical co-founder is a strong signal
  • Comfortable with ambiguity. You build the plane while flying it.
Compensation:
  • $160,000 - $200,000 base salary
  • 4.5% equity (founding-level)
  • Fully remote, US-based
How to Apply: Send your background, what you've built, and why this role fits to [email protected]

How does that feel? Once you're happy with it I'll update everything — Wellfound live posting, the Battle Kit doc, and the email to Josh.

We're hiring our founding technical hire — a Senior Technical Lead who will own the entire technical vision and execution. This is a co-builder role, not a cog-in-machine role.
This is an application-layer engineering role. You'll be building AI-powered tools that solve real business problems for real operators — not managing GPU clusters, optimizing inference pipelines, or scaling cloud infrastructure. If you get more excited connecting QuickBooks to an AI agent that saves a business owner 10 hours a week than you do tuning Kubernetes configs, keep reading.


Please mention the word **EFFECTIVENESS** and tag RNzYuMTY3LjE1Ni4xNjE= when applying to show you read the job post completely (#RNzYuMTY3LjE1Ni4xNjE=). This is a beta feature to avoid spam applicants. Companies can search these words to find applicants that read this and see they're human.