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 .

Product Manager

Pathrobotics · Columbus, Ohio

Build the Path Forward

At Path Robotics, we’re building the future of embodied intelligence. Our AI-driven systems enable robots to adapt, learn, and perform in the real world closing the skilled labor gap and transforming industries. We go beyond traditional methods, combining perception, reasoning, and control to deliver field-ready AI that is risk-aware, reliable, and continuously improving through real-world use.

Big, hard problems are our everyday work, and our team of intelligent, humble, and driven people make the impossible possible together.

We're seeking a visionary Product Manager to drive innovation and collaboration across our engineering, sales, and operations teams. If you're passionate about creating solutions that delight customers and eager to be a part of shaping the future of manufacturing, we want to hear from you.

What You’ll Do

  • Communicate delivery targets & changes to affected stakeholders
  • Represent the voice of our customers and users
  • Generate actionable insights from customer research, informing product enhancements
  • Bridge software, R&D and hardware teams to deliver strategic product functionality
  • Define & document UX & functional behavior critical for a welding cycle
  • Specify new features & feature enhancements
  • Develop feature roadmaps with engineering that progress feature sets beyond MVP
  • Work in a technical environment with a broad, cross functional team to drive product vision define product requirements, coordinate resources from other groups (design, legal, etc) and guide the team through key milestones

Who You Are

  • Industry experience related to manufacturing or robotics
  • Experience with data analysis and data-driven decision making, including familiarity with data analytics tools (e.g., SQL, Python, R).
  • Experience with A/B testing and experimentation to validate product hypotheses.
  • Strong experience facilitating software development through business analyst or product ownership
  • At least one year of agile or agile scrum experience going through a full product lifecycle, integrating customer feedback into product requirements, driving prioritization and pre/post-launch execution
  • Experience with at least three feature launches requiring detailed launch planning to ensure successful/non-disruptive adoption by users
  • Ability to energize, communicate, and build rapport with all levels and teams within an organization
  • Proficient in deploying diverse frameworks essential for measuring product performance, refining features based on user input, and fostering a culture of continuous enhancement.
  • Effective communicator: on-time, transparent, productive, constructive
  • At least one year of responsibility for detailed functional analysis & documentation
  • At least one year of experience facilitating cross-functional and -departmental dialogue to achieve common understanding of product improvements and surrounding tactics

Why You’ll Love Working Here

  • Daily free lunch to keep you fueled and connected with the team
  • Flexible PTO so you can take the time you need, when you need it
  • Comprehensive medical, dental, and vision coverage
  • 6 weeks fully paid parental leave, plus an additional 6–8 weeks for birthing parents (12–14 weeks total)
  • 401(k) retirement plan through Empower
  • Generous employee referral bonuses—help us grow our team!

Who We Are

At Path Robotics we love coming to work to solve interesting and tough challenges but also because our ideas are welcomed and valued. We encourage unique thinking and are dedicated to creating a diverse and inclusive environment. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.