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

Lassie · San Francisco, CA

Lassie is building AI for health practices, transforming a $1T industry still run on paper into one powered by automation. We are growing fast, are the technology leader, and the love our early customers have for the product has us on track to become a unicorn next year by serving thousands of customers.

Founded by Steijn Pelle (repeat founder, helped Robinhood and Coinbase grow to their first hundreds of millions in annual revenue) and Frédéric Renken (engineer turned first product hire at Superhuman), Lassie is now building out the Series A team. The early team has seen what great looks like before and wants to do it again.

About the role

We’re hiring a Founding Recruiter to build our entire talent acquisition function. This person will be a hands-on, strategic partner to the founders, owning all hiring across software engineering, product, and go-to-market, as we scale rapidly.

You’ll create and drive our recruiting strategy, source exceptional talent, and design processes that bring in the best people out there. As one of our earliest hires, you’ll have a direct impact on the people, culture, and trajectory of Lassie.

This role is ideal for someone who is looking for a fast-paced, early-stage environment and loves building from zero to one.

What you’ll do

  • Build Lassie’s talent acquisition engine from scratch – strategy, process, tools, metrics, reporting, and brand

  • Own end-to-end recruiting across software engineering (AI/ML, infra, full-stack), product, design, sales, GTM, and operations

  • Source directly through LinkedIn, GitHub, engineering communities, talent networks, and creative outbound channels

  • Conduct initial screens, run structured processes, and manage candidates through every stage from first touch to offer close

  • Partner with Steijn, Frédéric, and early hiring managers to define role requirements, design interview plans, and set a high hiring bar

  • Build and maintain strong talent pipelines across multiple simultaneous searches

  • Create and refine recruiting analytics and dashboards to track funnel health, conversion rates, and time-to-hire metrics

  • Represent Lassie externally at events, meetups, and in outbound messaging to raise awareness among the best people

  • Establish scalable processes that support rapid growth while maintaining a talent-dense culture

  • Deliver an exceptional candidate experience and ensure every touchpoint reflects Lassie’s values and ambition

About you

Experience

  • 4+ years of full-cycle recruiting experience, with deep expertise sourcing, assessing and closing top technical talent

  • Proven success hiring software engineering roles at a successful tech scale-up with a high talent bar

  • Strong command of outbound sourcing strategies, talent mapping, and passive candidate engagement

Attributes

  • Talent Bar: You know what exceptional looks like and won’t compromise when it matters

  • Clear Communicator: Able to sell candidates on Lassie’s mission, opportunity, and culture

  • Builder Mentality: Scrappy, fast-moving, and excited to build systems, not just run them

  • Strategic + Hands-On: Equally comfortable designing a hiring plan or sourcing for a critical role yourself

  • Data-Driven: You care about funnel health, conversion metrics, and process iteration

  • High Ownership: You take initiative, anticipate needs, and operate with very little oversight

  • Collaborative: Works seamlessly with founders and hiring managers across all departments