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 .

Robotics Software Manager

10Beauty · Burlington, Massachusetts, United States

10Beauty is a robotics startup based in Burlington, MA. We have raised $50M+ from some of the leading venture and celebrity investors in the country to build the world’s first fully autonomous manicure machine. We have pre-sold our first 1,000 machines to some of the most iconic brands in America, including Ulta Beauty and Nordstrom.

As of November 2025, we have launched our first robot at Ulta Beauty in Everett. We are a fast growing 50+ person organization with deep robotics experience. Come join the company who will put 'beauty robotics' on the map!

Introduction:

We are seeking an experienced and highly technical Robotics Software Engineer to lead our embedded software team at 10Beauty. This is a leadership opportunity where you will guide a critical engineering function, while driving the technical evolution of a groundbreaking robotic product. Your background in robotics will be crucial to our success as we move from product launch to fleet scaling!

If you are interested in building an entirely new category of intelligent beauty through robotics with us, we invite you to apply!

What You'll Do 

  • Lead, mentor, and grow a team of embedded software engineers (from junior to senior levels) while taking on a player/coach dynamic
  • Own the long-term technical architecture and roadmap for the embedded firmware and control software. Ensure all designs meet strict requirements for real-time performance, reliability, security, and scalability
  • Serve as the primary liaison between the embedded team and other departments (Computer Vision, Mechanical, DevOps, Cloud). Translate high-level product features into actionable, well-defined technical specifications and project plans
  • Lead the planning and execution of large, complex embedded projects (Major firmware updates, OTA’s, motion control system upgrades, etc) across sprints
  • Drive the adoption of best practices for embedded software development, including code review processes, automated testing, continuous integration/continuous deployment (CI/CD) for firmware, and system monitoring

What You Have

  • 7+ years of total experience in embedded software engineering, with at least 2 years in a formal management role overseeing direct reports
  • Player/Coach Mentality 
  • A proven background in robotics and embedded software. Experience with motion control systems and computer vision integration is highly preferred
  • Deep expertise in developing production code in C/C++ in a resource-constrained environment, ideally on Linux or an RTOS

At 10Beauty, we consider a wide-range of factors when determining compensation, based on individual qualifications, skills, and experience. Equity and benefits are included for all full-time employees. If you believe you can contribute to our team, we invite you to apply. We appreciate diversity and welcome those who can bring fresh perspectives and skills to our team. 

Salary Range
$180,000$210,000 USD

We are an equal opportunity employer and value diversity at our company.  We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.  

Thank you for considering 10Beauty!