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 .

Associate Territory Manager - CMF

Stryker · Melbourne, Australia

Work Flexibility: Field-based

We are  currently seeking a driven Associate Territory Manager role to join our Craniomaxillofacial (CMF) team in Melbourne, VIC. This is a perfect opportunity for junior sales professionals from pharmaceuticals or other related industries looking to make the jump to medical devices.

Learn more about our cutting-edge CMF portfolio: https://www.stryker.com/au/en/portfolios/orthopaedics/craniomaxillofacial.html

Who we want:

  • Challengers. You thrive on solving problems and finding just the right solutions.
  • Teammates. Partners who listen to ideas, share thoughts and work together to move the business forward.
  • Charismatic networkers. You build meaningful relationships with both internal and external  stakeholders.
  • Customer-oriented achievers. Representatives with a demonstrated unparalleled work ethic and customer-focused attitude who bring value to their partnerships.
  • Game changers. You are relentless in your pursuit to live out Stryker’s mission to make healthcare better.

Your role will involve:

  • Conducting activities to drive sales growth and expand market share by supporting the Craniomaxillofacial product portfolio for new and existing customers.
  • Being present in the operating theatre to assist surgeons and theatre staff in maximising the application of Stryker products.
  • Providing technical expertise to registrars, nurses and other personnel as required, including product demonstrations and basic troubleshooting.

Skills and Experience:

  • A knack for selling, ideally with some practical sales experience to date.
  • Strong commercial acumen with a sales-focused mindset.
  • Desire to integrate into a high-performing team with a previous track record of achievement.
  • Medical or allied health background (preferred) but a genuine interest in anatomy and healthcare is a must!

Culture and Benefits:

  • Voted as one of the World’s Best Places to Work!
  • Multiple financial benefits including health care, financial wellbeing, insurance benefits. 
  • Ongoing training, development and opportunities for career progression
  • Industry leading paid parental leave schemes.
  • Volunteer Days
  • Excellent team culture – we have fun whilst we work!
  • A Leader who will support & guide you throughout your career.

To join us, click ‘Apply’ now!

Travel Percentage: 20%