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 .

Senior Product Manager

Ridezum · Redwood City, CA

Zūm is a rapidly expanding Series E startup backed by industry leaders Sequoia Capital, SoftBank, Spark Capital, and GIC, with a bold mission to transform the stagnant school transportation industry. Operating in over 15 states across the United States—with flagship hubs in San Francisco, Los Angeles, and Seattle—we are actively extending our reach to the East Coast and Midwest regions. As a technology-driven company, we deploy cutting-edge solutions to manage and operate school district transportation systems while also launching our own charter platform and developing proprietary SaaS offerings. Additionally, we are spearheading a nationwide initiative to electrify school transportation fleets, simultaneously supporting local utilities by feeding much-needed energy back into the grid. We have been recognized as CNBC 50 disruptor, Financial Times 500 fastest growing companies, Fast Company World Changing Ideas. The Role: We’re looking for a Senior Product Manager who will own the vision, roadmap, and execution across Zūm’s core platform. This is a highly strategic role for someone who thinks like a builder, balancing the near term with the long term vision. A successful PM in the role would be comfortable combining product sense, customer empathy, and platform & systems thinking. Your work will directly impact operational efficiency, customer satisfaction & retention, and sales enablement. You will work with a talented team of product leaders, designers, and engineers to innovate and enhance Zūm’s transportation platform across multiple mobile and web touch points. Key Competencies: • Strong in platform and systems thinking; capable of creating modular building blocks that scale across districts, geographies, and use cases. • Experienced with SaaS product development, ideally with configurable enterprise workflows. • Technically fluent to navigate APIs, integrations, sensor/GPS data, routing logic, or mobile workflows. • Scrappy, resourceful, and resilient; comfortable solving problems without waiting for perfect inputs. • A “roll-up-your-sleeves” builder with a bias for action who loves digging into constraints, edge cases, operational nuance, and real-world workflows. • Great at introducing lightweight processes to help a scaling org move faster, not slower. • Someone who takes full ownership of outcomes and is nimble: value delivered, operational performance, customer delight, business impact. • Comfortable working across a uniquely complex stakeholder universe: engineering, design, sales, routers, drivers, dispatch, payroll, finance, districts, and more. Experience: • 5+ years of product management experience, including owning a core product area end-to-end. • Experience shipping SaaS products for enterprise or operational users. • Comfort working in fast-moving, ambiguous, and constraint-heavy environments. • Passion for mission-driven work and designing systems with real-world impact at scale.  • A demonstrated track record of shipping high-impact customer-facing features. • Experience in mobility, logistics, fleets, marketplaces, or operationally complex products is a strong plus. The targeted base salary range for this role is listed in the compensation section below. Actual salary may be above or below this range based on factors such as location, skills, and relevant experience. In addition, this position may include additional compensation in the form of equity or commissions. If you are a full-time salaried or hourly worker, we offer the following benefits: Medical, Dental, Vision, 401(k), Holidays, Wellness, Vacation, and more. The targeted pay range for this role in US CA is: $200,000 to $220,000.