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 Controls Engineer

Boxbot · Alameda, CA

About Boxbot
Boxbot is transforming logistics through flexible automation, creating the dynamic storage systems of the future. As industries face increasing pressure from labor shortages, rising costs, and growing demand for efficiency, our technology provides a smarter, more scalable way to store and handle goods. We replace traditional fixed conveyors and racking with intelligent, spatially aware systems that can dynamically move, store, and retrieve items with precision and speed. Our platform seamlessly integrates advanced robotics with powerful software, delivering a unified solution that optimizes operations across a wide range of industries.

We’re a close-knit, well-funded team moving quickly to bring this technology to market. We’re looking for builders who take pride in their work, thrive on solving hard problems, and are excited to help shape the future of automated storage and logistics.

What to Expect
Automation Controls Engineers at Boxbot play a key role in bringing our automated systems to life. They design, architect, and implement controls solutions across a range of automation projects — from automated storage and retrieval systems (ASRS) and robotics to conveyance, sortation, and material handling systems. Controls Engineers establish and maintain our controls standards, lead hardware programming and system commissioning, and oversee the full lifecycle of projects. They also contribute to critical functions such as system audits, installation support, and safety assessments, ensuring our technology performs reliably in the most demanding industrial environments.
About Boxbot
Boxbot is transforming logistics through flexible automation, creating the dynamic storage systems of the future. As industries face increasing pressure from labor shortages, rising costs, and growing demand for efficiency, our technology provides a smarter, more scalable way to store and handle goods. We replace traditional fixed conveyors and racking with intelligent, spatially aware systems that can dynamically move, store, and retrieve items with precision and speed. Our platform seamlessly integrates advanced robotics with powerful software, delivering a unified solution that optimizes operations across a wide range of industries.

We’re a close-knit, well-funded team moving quickly to bring this technology to market. We’re looking for builders who take pride in their work, thrive on solving hard problems, and are excited to help shape the future of automated storage and logistics.

What to Expect
Automation Controls Engineers at Boxbot play a key role in bringing our automated systems to life. They design, architect, and implement controls solutions across a range of automation projects — from automated storage and retrieval systems (ASRS) and robotics to conveyance, sortation, and material handling systems. Controls Engineers establish and maintain our controls standards, lead hardware programming and system commissioning, and oversee the full lifecycle of projects. They also contribute to critical functions such as system audits, installation support, and safety assessments, ensuring our technology performs reliably in the most demanding industrial environments.
We are headquartered in Alameda, CA with an easy commute via BART, Ferry, Amtrak and free parking. We take the well-being of our teammates seriously, with benefits including medical, dental, vision, life insurance and more!

If you love new projects, building awesome products and getting stuff done, then we want to talk to you!

Boxbot is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or veteran status.