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 .

AR/VR Software Engineer, Vision Pro

Apple · Stockholm

Summary

Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other’s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It’s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you’ll do more than join something — you’ll add something. Apple Vision Pro is a revolutionary spatial computer that seamlessly blends digital content with your physical space. It will allow us to do the things we love in ways never before possible — all while staying connected to the people around us.

Description

Join the RealityKit framework and tools team building the infrastructure and automation systems that power Apple's spatial computing platform. This unique role combines deep technical knowledge of real-time 3D systems with expertise in build technologies, CI/CD pipelines, and test automation. You will design and maintain the development infrastructure that enables the RealityKit team to deliver cutting-edge rendering and spatial computing capabilities. Your graphics background will inform decisions about performance testing harnesses, shader compilation pipelines, visual regression systems, and build optimizations specific to real-time 3D workloads and spatial rendering. We're looking for an engineer with a background in real-time programming who finds the greatest satisfaction in building systems that empower the team to create exceptional user experiences. While your day-to-day work focuses on build systems and developer infrastructure, your north star is enabling teams to ship products users love. You'll work at the boundary between graphics frameworks and infrastructure engineering, ensuring that complex spatial computing technologies can be developed, tested, and delivered with confidence across Apple's platforms. Your passion for craft and user-focused product development will drive you to optimize not just for technical excellence, but for the velocity and quality that ultimately reaches our customers.

Minimum Qualifications

Proven industry experience in graphics, game engines and tools, or related fields BS in Computer Science, Computer Graphics, or equivalent degree/experience Strong knowledge of C++ and modern build systems Solid understanding of 3D mathematics

Preferred Qualifications

Experience with CI/CD systems and build automation Proficiency in Python for tooling and automation Demonstrated ability to identify and solve infrastructure bottlenecks Proven track record of shipping user-facing products or features, with a passion for end-user impact Excellent communication skills for cross-functional collaboration Self-motivated approach to improving developer workflows with an eye toward product quality and user experience Expert knowledge of Swift and Swift build systems Hands-on experience managing Jenkins or similar CI/CD platforms at scale Experience with distributed build systems and build caching strategies Contributions to build tooling or developer productivity tools