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 .

AI Deployment Strategist

F2 Ai · New York City

The Role:

As AI Deployment Strategist, you’ll work across customer success, sales, and engineering to ensure technical clarity and execution—before, during, and after the sale of our cutting-edge F2 product. You’ll become the AI prompting authority for the business, forming the technical backbone of the go-to-market motion.

You will:

  • Support the F2 sales process by joining prospect and client calls to address technical product questions

  • Own customer due diligence: complete InfoSec questionnaires, and continuously improve our DDQ knowledge base

  • Audit reports generated by users, flag issues to engineering, and support customers in getting value from our AI

  • Prompt engineering: create natural language prompts tailored to customer needs to ensure accurate, relevant report output

  • Deliver light technical implementations, such as configuring SSO or provisioning custom data retention policies

  • Ensure CRM hygiene: maintain clean, structured data to help the customer success and sales teams scale effectively

  • Be the voice of the customer to the engineering team—providing real feedback that helps improve the product

Who You Are

You’re a versatile operator who can translate between engineers and customers. You know how to handle enterprise buyers, explain complex systems clearly, and work cross-functionally to deliver high-impact outcomes.

  • Experience prompting and working with LLMs and AI SaaS tools

  • Familiarity with enterprise information security concepts and due diligence processes

  • Strong communicator who is commercially minded, customer-obsessed, and tech fluent. You can explain complex concepts to non technical audiences

  • Ability to project manage complex workflows and technical deliverables without writing production code

  • Strong on keyboard skills, technically sharp, and eager to find a path to leveling up your coding skills

  • Based in NYC — we believe the best work is done together, in person at our beautiful corporate HQ in NYC. You’ll have flexibility to work remotely at least 1 day per week.

Nice to Haves

  • Prior experience reviewing or writing investment memos or working as an investment analyst is a big plus

  • Previous roles in technical sales, solutions engineering, customer success, or AI implementation

  • Familiarity with reporting tools, natural language outputs, or unstructured document processing