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 .

Engineering Manager, Mobile Quality Engineering

Airbnb · São Paulo, Brazil

Airbnb was born in 2007 when two hosts welcomed three guests to their San Francisco home, and has since grown to over 5 million hosts who have welcomed over 2 billion guest arrivals in almost every country across the globe. Every day, hosts offer unique stays and experiences that make it possible for guests to connect with communities in a more authentic way.

The Community You Will Join: 

The Quality Engineering team helps Airbnb build high quality software efficiently. We enable Airbnb engineers to build highly testable systems. We own the continuous improvement of Airbnb’s test automation tools, environments and frameworks. We navigate Airbnb’s massive codebase identifying weak spots, and help design and implement testable, fault tolerant systems.

As we establish a new engineering hub in Brazil, this team will anchor Airbnb’s growth in the region, focusing on foundational infrastructure and platform capabilities that enable our global engineering teams to innovate faster.

You will be joining during a defining phase—helping to shape a new office culture, establish best practices, and deliver technical impact that scales globally.

 

The Difference You Will Make:

We’re looking for an engineering leader with a strong mobile technical background to invest in testability at Airbnb. As an Engineering Manager of Quality Engineering, within the Brazil hub, you will lead a local engineering team focused on test automation and helping to shape the vision, technical strategy/roadmap, and for improving the quality of software at Airbnb. You will help build out Airbnb’s testing infrastructure, testing data, and testing frameworks leveraging automation and AI. We are looking for a leader who wants to join us on this journey to enable testability in all parts of the software development lifecycle.

You will work closely with the Brazil Site Lead and global Infra leaders to build a cohesive team culture, attract top technical talent, and deliver high-impact projects that directly advance Airbnb’s platform capabilities.

 

A Typical Day: 

  • Define and promote a quality mindset and strategy across the organization, by creating a vision that drives QE policies, programs and initiatives.
  • Hire and retain a team of high-performing engineers; empower the team to achieve a high level of productivity, reliability and simplicity.
  • Drive a sense of trust and belonging, and build inclusive teams with world class talent.
  • Build and maintain our testing environments, testing data, and testing frameworks, working through ambiguity, concept validation and implementation of a best-in-class solution.
  • Collaborate with cross-functional stakeholders to analyze internal/external failures, and suggest corrective and preventive action.
  • Use a data-based approach to help resolve internal quality issues to prevent defects in code shipment.
  • Partner with global Infra leadership to execute the Brazil site’s technical roadmap.
  • Drive excellence in technical design, reliability, scalability, and efficiency across projects.
  • Collaborate cross-functionally with global teams to ensure alignment on architecture, tooling, and standards.
  • Coach and mentor engineers, fostering career growth and a culture of continuous learning.
  • Participate in recruiting, onboarding, and community-building efforts to scale the Brazil hub.
  • Support the Site Lead in establishing operational rhythms and local engineering excellence.

Your Expertise:

  • 3+ years of engineering management and 7+ years of industry experience with a strong focus on iOS and/or Android developer tooling, testing, or quality engineering.
  • Strong familiarity with software engineering principles, including object-oriented and functional programming paradigms, design patterns, and code quality practices.
  • Hands-on technical leadership leading multiple teams and setting technical direction
  • Led projects with notable risk and complexity; develops the strategy for project execution
  • Proven experience leading distributed or regional engineering teams and driving technical outcomes.
  • Skilled in mentoring engineers and creating strong team dynamics across cultural and geographic boundaries.
  • Be an agent of change inside the organization and be comfortable leading through ambiguity
  • Excellent communication and collaboration skills, with the ability to align local execution to a global strategy.
  • Fluent in English; Portuguese proficiency preferred.

Our Commitment To Inclusion & Belonging:

Airbnb is committed to working with the broadest talent pool possible. We believe diverse ideas foster innovation and engagement, and allow us to attract creatively-led people, and to develop the best products, services and solutions. All qualified individuals are encouraged to apply.

We strive to also provide a disability inclusive application and interview process. If you are a candidate with a disability and require reasonable accommodation in order to submit an application, please contact us at: [email protected]. Please include your full name, the role you’re applying for and the accommodation necessary to assist you with the recruiting process. 

We ask that you only reach out to us if you are a candidate whose disability prevents you from being able to complete our online application.