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

Replit · Foster City, CA (Hybrid) In office M,W,F

Replit is the agentic software creation platform that enables anyone to build applications using natural language. With millions of users worldwide, Replit is democratizing software development by removing traditional barriers to application creation.

About the role:

We're seeking an Engineering Manager, Mobile to lead the future of our mobile experiences at Replit. In this role, you'll build and manage a team that bridges design and engineering to create intuitive, performant mobile interfaces that make software creation accessible on any device. You'll guide your team in building production-ready frameworks and patterns that enable high-quality in-product experiences, ensuring users can create apps from their phones or tablets with the same power as desktop.

You will:

  • Build, mentor, and grow a team of mobile design engineers, fostering a culture of technical excellence and design craftsmanship

  • Define the technical vision and strategy for mobile design systems, establishing frameworks and patterns that ship to production and scale across iOS, Android, and responsive web

  • Partner closely with design, product, and engineering leadership to prioritize mobile initiatives and ensure seamless collaboration between design and development teams

  • Drive best practices for mobile-first development, ensuring your team builds production-grade patterns that deliver consistent, high-quality experiences while optimizing for performance

  • Oversee the architecture of complex mobile UI components and systems, providing technical guidance and code review to maintain high standards

  • Champion accessible, responsive interfaces through well-architected frameworks, and establish processes that improve mobile design-to-development workflow

  • Balance hands-on technical contribution with people management, staying close enough to the code to guide architectural decisions

Required skills and experience:

  • 3+ years of engineering management experience with a track record of building and scaling high-performing teams, plus proven experience building production frameworks and component systems that scale across products

  • Deep technical background with mobile development, including experience with some of the following: mobile-specific web APIs, native mobile development (Swift/Kotlin), React and React Native (or similar cross-platform frameworks), PWAs, mobile design patterns, and complex UI animations and gesture-based interactions

  • Excellent communication skills to balance technical leadership with people management, including mentoring, performance management, and career development

Bonus Qualifications:

  • Active Replit mobile user passionate about accessible software creation, with experience building or leading mobile design or developer tools teams

  • Interest in AI on mobile devices and contributions to open-source mobile design systems or UI libraries

This is a full-time role that can be held from our Foster City, CA office. The role has an in-office requirement of Monday, Wednesday, and Friday.

Full-Time Employee Benefits Include:

💰 Competitive Salary & Equity

💹 401(k) Program with a 4% match

⚕️ Health, Dental, Vision and Life Insurance

🩼 Short Term and Long Term Disability

🚼 Paid Parental, Medical, Caregiver Leave

🚗 Commuter Benefits

📱 Monthly Wellness Stipend

🧑‍💻 Autonomous Work Environment

🖥 In Office Set-Up Reimbursement

🏝 Flexible Time Off (FTO) + Holidays

🚀 Quarterly Team Gatherings

☕ In Office Amenities

Want to learn more about what we are up to?

Interviewing + Culture at Replit

To achieve our mission of making programming more accessible around the world, we need our team to be representative of the world. We welcome your unique perspective and experiences in shaping this product. We encourage people from all kinds of backgrounds to apply, including and especially candidates from underrepresented and non-traditional backgrounds.