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 .

Project Manager - IM

IQVIA · Madrid, Spain

Job Overview


Responsible for the on-time completion of service delivery, managed services, or implementation oriented client projects. Manages a cross-functional team (onshore/ offshore) to achieve project delivery success. Identifies and elevates potential new business opportunities. Provides Technical Leadership to the project team.

Essential Functions


• Participates/leads teams in the design, development and delivery of technology/service based projects or components of larger, complex projects.
• Reviews and analyzes client requirements/problems.
• Proposes and delivers cost effective solutions to meet these requirements.
• Performs qualitative/quantitative analyses to assist in the identification of client issues and develop client specific solutions.
• Designs, structures and delivers client reports and presentations.
• Recommends improvements and alternative solutions.
• Provides follow-up with internal and/or external client to ensure client satisfaction.
• Proactively develops broader and deeper knowledge of technology/services solutions and trends for the pharmaceutical/healthcare/life sciences market.
• Begins to develop practice specific subject matter expertise, either in technology & applications consulting or functional areas for the pharmaceutical/healthcare/life sciences industry.
• Ability to manage work streams, assigning tasks and driving them to completion. May assist with business development activities.

Qualifications


• Bachelor's Degree
• 5–8 years of related experience in consulting or services delivery, ideally in pharmaceutical/healthcare/life sciences industry
• Solid project management, client influencing and relationship building skills.
• Strong technical architecture / design or development experience desired.
• Works willingly and effectively with others in and across the organization to accomplish team goals.
• Experienced with developing consultative relationships with senior level managers and executives at clients in the pharmaceutical/healthcare/life sciences industry.
• Ability to manage multiple projects, juggle priorities and deliver on tight deadlines.
• Knowledge of consulting methodologies, tools and techniques related to functional area.
• Knowledge of key issues and current developments in the industry.
• Excellent presentation, communication and client influencing skills.
• Has established network and referral contacts.
• Has necessary subject matter expertise to effectively manage projects within a given CoE.

At IQVIA, we believe in pushing the boundaries of human science and data science to make the biggest impact possible – to help our customers create a healthier world. The advanced analytics, technology solutions and contract research services we provide to the life sciences industry are made possible by our 70,000+ employees around the world who apply their insight, curiosity and intellectual courage every step of the way. Learn more at jobs.iqvia.com.