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 .

Executive Consultant/Account Lead

Magichatconsulting · Fort Washington, PA

About Magic Hat Consulting:

Magic Hat Consulting (MHC) is a boutique Life Sciences consulting firm that helps companies launch products with greater success and enhances overall commercialization and business transformation capabilities. We specialize in Launch Excellence, Marketing Excellence, Business Transformation, and delivering On-Demand Commercial/Functional Expertise. 

 

Position Summary: Product Launch Senior Consultant (Full-Time) 

As part of our commitment to best serve our clients, Magic Hat Consulting is investing in a select few Executive Consultant/Account Lead roles. These roles are being created to elevate our partnerships withpremier clients. This role provides an outstanding opportunity to work with Top 10 Global Pharmaceutical Companies and expand how Magic Hat supports the success of these leading organizations. 

Commercial Life Sciences experience, 10+ years of experience required. Professional consulting experience strongly preferred. 

 

Key Responsibilities: 

  • Drive account growth: Develop, lead and execute overall account growth strategy 
  • Serve as Engagement Lead & hands-on delivery: Develop solutions and deliver results, overseeing and leading project delivery for project teams and/or “roll up your sleeves” and deliver independently 
  • Demonstrate strong team leadership: Effectively lead our consultants, build high-performing teams, coach/mentor, and achieve high levels of engagement across our team 
  • Foster client relationships: Successfully partner with executives, managers, and key stakeholders to elevate MHC as a trusted partner 
  • Drive growth of the firm: Actively support overall business development efforts, help build the opportunity pipeline, create proposals, elevate the MHC brand, participate in industry associations/networking events, etc. 
  • Embrace and live MHC cultural values: Demonstrate “ACES” (Be Accountable, Collaborative, Entrepreneurial, and make things Simple)