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 .

Founding Recruiter

Furtherai · San Francisco

Founding Recruiter

About Us

At FurtherAI, we are building next-generation AI agents for the insurance industry, a trillion-dollar sector ripe for change. Backed by over $30M from leading investors (Andreessen Horowitz, YC, Nexus, South Park Commons, Converge) and experiencing 10x revenue growth this year, we’re poised for rapid expansion. Our team comes from Apple, Microsoft, Google, Amazon, and multiple YC-backed startups, united by a passion for transforming one of the world’s most foundational industries.

We’re looking for an exceptional Founding Recruiter to drive our hiring efforts and help lay the groundwork for our company’s ambitious growth.

Non-Negotiables

  • Proven experience at a startup, preferably with a successful trajectory.

  • Demonstrated hunger for growth and career advancement.

  • Full commitment to 5 days a week onsite in San Francisco.

Why Join Us

  • Rocketship Growth: We’re post-product-market-fit and scaling rapidly. This is a unique opportunity to ride the growth curve from the ground floor.

  • Elite Team: Work alongside world-class engineers, operators, and founders with deep industry and technical knowledge.

  • Massive Market Impact: Insurance is truly the backbone of global commerce. Your work will directly shape its future.

  • Founder’s Mindset: High ownership, autonomy, and the rare chance to architect recruiting from the ground up.

What You’ll Do

  • Own the full-cycle recruiting process, source, engage, and close high-caliber engineers, operators, and product leaders.

  • Partner with founders to forecast hiring needs and define scalable processes.

  • Design and iterate on recruiting funnels, metrics, and candidate experiences.

  • Represent FurtherAI’s vision and culture to candidates and the talent market.

  • Build strong connections within technical and entrepreneurial communities.

  • Establish and document best practices, interview rubrics, and onboarding for our recruiting function.

What We’re Looking For

  • 3–5 years of full-cycle recruiting experience. Ideally, at a high-growth startup.

  • You know how to grind, hustle, and source relentlessly.

  • Proven ability to hire technical (especially engineering) talent; you can relate to technical candidates and earn their trust.

  • Experience filling both technical and operational roles.

  • High-ownership mentality and excitement for early-stage company building.

  • Strong communication and closing skills; able to champion company culture.

  • Hungry, ambitious, and excited to grow within the organization.

If you’re looking to help build something transformative, thrive in high-growth environments, and want to shape foundational company talent strategies, you’ll love it here.

Ready to help build a generational company? Apply now.

You can look forward to the following benefits:

  • Fully covered, best-in-class health, dental, and vision benefits

  • Competitive Compensation & meaningful stock options

  • Unlimited PTO

  • Outstanding in-office culture in the heart of San Francisco

  • Lunch and dinner onsite

  • Team events, such as happy hours and off-sites

  • Commuter benefits

  • Company 401(k)