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 .

Regional Sales Manager - Boston

Noahmedical · Remote, United States

Who We Are

Noah Medical is building the future of medical robotics. Our next generation robotic platform targets early diagnosis and treatment of patients across multiple indications. We are looking for exceptional engineers and key team members. Our incredibly talented team of engineers, innovators, and industry leaders bring years of experience from the top healthcare companies in the world, including: Intuitive, Auris, Stryker, Johnson & Johnson, Boston Scientific, Verb Surgical, Mako, Think Surgical, Medrobotics, and Hansen. We are looking for talented, motivated and ambitious team members to revolutionize robotic surgery.

About The Team 

The Regional Sales Manager will report to their Area Senior Director of Sales and is directly responsible for selling the Noah Medical Galaxy System to key targets within their assigned territory. They will possess expertise in advanced bronchoscopy and thoracic oncology including relevant procedures and technologies as well as the market-specific patient experience. The Regional Sales Manager will leverage their ability to collect, distill, and present market analytics to develop both clinical and administrative champions within key accounts. Individuals will leverage their consultative selling skills to drive alignment through, and accelerate, the complex hospital capital sales process. The Regional Sales Manager will own the sales process from initial engagement through installation. 

A Day In The Life Of Our Regional Sales Manager 

  • As a Regional Sales Manager at Noah Medical, you own the commercial success of the Galaxy system within your assigned territory, including achieving annual sales goals and MBOs in your region. You spend your time prioritizing the highest-impact opportunities, advancing complex hospital sales cycles, and building momentum across clinical and executive stakeholders. 
  • On any given week, you’re engaging surgeons, administrators, and economic buyers in person at their workplace to understand their needs, align on value, and move opportunities forward — from early discovery through capital approval and contract execution. You balance near-term execution with longer-term territory strategy, ensuring a healthy pipeline while driving consistent progress on active deals. 
  • You work closely with internal partners across Clinical Sales, Marketing, Product Management, Clinical Engineering, Contracting, and Field Service to deliver a coordinated customer experience and ensure successful handoffs following system installation. 
  • This is a highly visible, externally focused role that requires strong judgment, adaptability, and ownership. You’ll be expected to represent Noah Medical professionally in the field, contribute to shared learnings across the sales organization, and play an active role in shaping how we bring Galaxy to market. 

 Critical Success Capabilities: 

  • Territory management 
  • Clinical and business acumen 
  • Domain expertise 
  • Executive Engagement 
  • Business planning and forecasting 
  • Cross-functional collaboration 

Additional definitions and role-specific details for each capability will be discussed with qualified candidates during the interview process. 

About You, Required 

  • Bachelor's degree 
  • Minimum of 5 years medical device sales experience.