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 .

Territory Sales Executive

Resmed · New Delhi

Job Description


ResMed is a global leader in connected devices and digital health. We help millions of people sleep, breathe and live better lives. Are you ready to help fuel our growth? As ResMed continues to evolve with the future of healthcare, our customer-centric organization focuses on cloud-connected devices and digital health technologies that are designed to help treat and manage sleep apnea, COPD, and other chronic respiratory diseases that, together, affect over one billion people worldwide.


Lets talk about the team


The primary role of Sales Professionals function is to sell ResMed's products to customers and/or professional organizations through various distribution channels. Key deliverables include planning, positioning and strategic marketing of ResMeds full range products and services in the allocated region. Attaining sales objectives for new and existing accounts within the assigned distribution or retail sales channel. Responsible for new account development and/or expanding existing accounts thereby maximizing turnover and profit margin.


Lets talk about the role


  • The primary objective of Direct Field Sales specialization within Sales Professionals is to market, sell, promote, and grow revenue in all product categories.
  • Works closely with the sales management team in evaluating business conditions and sales trends.
  • Develop and enhance business relationships through routine consultative customer visits, product demonstrations, educational programs, product in-services, and problem resolution.
  • Identify and develop new customer base or work to find opportunities to introduce additional ResMed solutions to existing customers.
  • Takes ResMed products and services to external customers or groups of customers and enters into commercial negotiations for purchase and supply. Requires knowledge of ResMed offerings and customer needs. Sales roles typically require a university degree of equivalent work experience.
  • Networks with senior internal and external personnel in own area of expertise.
  • Normally receives little instruction on day-to-day work, general instructions on new assignments.

Lets talk about you


  • Bachelors or Master's degree.
  • 3-8 years of related experience within Medical Device OR Pharma industry
  • A seasoned, experienced professional with a full understanding of area of specialization; resolves a wide range of issues in creative ways.
  • Should Have prior experience managing the similar region
  • It's beneficial to have prior experience in at least one therapy area, such as Respiratory, Sleep Medicine, Cardio-Metabolic, or Diabetes.