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 .

District Sales Manager

IQVIA · Manila, Philippines

Job Description

  • Delivers profitability and recognition for the organization by selling and providing services to customers utilizing organization tools, techniques, and intellectual capital to assist the healthcare industry by bettering processes, implementing new technologies; and accruing new technical capabilities to meet pharmaceutical and medical demands.
  • Responsible for achieving revenue, profit targets, and clients satisfaction by successfully educating and informing physicians and/or hospital staff on the features and benefits of various products versus competitor products in order to increase prescriptions and/or use by healthcare professionals. Conducts sales interviews; maintains up-to-date technical knowledge of specialty and disease areas and relevant customer publications; maintains customer satisfaction; escalates issues; and identifies customer targets and physician profiling.
  • To Promote pharmaceutical products targeted to health professionals and potential clients according to the established guidelines by the company, contributing to the consecution of established goals.

Responsibilities

  • Analyze and dominate their territory, by carrying out a work plan that allows to make the promotion, distribution and products' sales to their actual and potential customers.
  • Listing and classifying customers, maintaining an updated database.
  • • Develop the work plan according to the sales' targets.
  • Identify and satisfy customers needs opportunely.
  • To obtain information in the ethical and healthcare channel is sales from the company and competitors.
  • Do sales work with doctors, health centers and hospitals according to the projects needs.
  • To maintain constant and direct communication with their Medical Representatives.
  • Elaborate work reports according to the projects' guidelines.

Experience

  • Have at least 3 years of prior relevant experience leading a team.
  • If you have experience with Cardiometabolic and/or Insulin products /generic will be highly desirable

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IQVIA is a leading global provider of clinical research services, commercial insights and healthcare intelligence to the life sciences and healthcare industries. We create intelligent connections to accelerate the development and commercialization of innovative medical treatments to help improve patient outcomes and population health worldwide. Learn more at https://jobs.iqvia.com

IQVIA is committed to integrity in our hiring process and maintains a zero tolerance policy for candidate fraud. All information and credentials submitted in your application must be truthful and complete. Any false statements, misrepresentations, or material omissions during the recruitment process will result in immediate disqualification of your application, or termination of employment if discovered later, in accordance with applicable law. We appreciate your honesty and professionalism.