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 .

Strategic Project Lead

Datacurve · San Francisco

About this role

At Datacurve, we’re pushing the capabilities of AI by creating top quality coding data with the world’s leading foundation model labs. We’ve built a gamified developer platform to empower tens of thousands of coders around the world to join us on this mission.

As Strategic Project Lead, you will be at the center of our growth initiatives and supply-side operations. In this role, you’ll design and scale creative growth strategies to attract and onboard the world's best developers. Your work will involve building scalable operational systems, creating engaging incentive structures, and leading initiatives that activate our global developer community.

This is the role for you if you’re excited by fast-paced environments and eager to blend strategic thinking, operational rigor, and creative experimentation to drive meaningful outcomes. You’ll directly impact Datacurve’s growth trajectory, developer engagement, and the successful delivery of mission-critical client projects.

What you’ll do:

  • Strategic Growth

    • Explore inbound growth channels that garner interest from top devs around the world

    • Build pipelines for outreach that are highly scalable and yield quick conversions onto our platform

    • Design user acquisition funnels that minimize drop offs at each stage while ensuring reliable screening and seamless onboarding

  • Supply-side Operations

    • Build operational infrastructure that mobilizes thousands of devs to engage with our platform

    • Launch exciting projects, incentive structures, daily challenges, and other fun activities to engage our users

    • Foster a kind, ambitious, and hard-working community of developers to work with us on our projects

You’re a good fit if you have:

  • 3+ years of experience in related fields like operations, growth, strategy, product management, etc.

  • Proven track record scaling or optimizing operations in gig economies or two-sided marketplaces

  • Worked in high growth, early stage startups or directly with executives at later stage startups

  • Built something from scratch or scaled from 1 to n

  • Strong intuition in people skills and human psychology

  • Any sort of sales/account management experience

  • Excellent copywriting ability