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 .

BI Developer

Veepee · Paris

Pioneer of online flash sales since 2001 and key player in European e-commerce, Veepee collaborates with over 7,000 brands to offer highly discounted products available for a limited time. Operating across various sectors, including fashion, home, wine, travel or beauty... Veepee achieved a turnover of 3.3 billion euros incl. VAT in 2024 and employs 5,000 staff members across 10 countries. 📄 Job Description Your primary mission will be to connect, empower, and support Veepee users to make data-driven decisions through reliable and stable business intelligence solutions, mainly Strategy (formerly MicroStrategy). You will be the first point of contact for business areas and Veepee’s Business Analyst community: you will understand their needs and challenges, and propose the best solutions. You will energize the Business Analyst community: deliver training in MicroStrategy (for dashboard and self-service usage), guide them, and ensure best practices are applied. Our Data Warehouse is built on top of GCP (Google BigQuery), and we use dbt. You need to understand data lineage, be able to model and transform data to make it usable for analysts in MicroStrategy. Design, develop, and maintain APIs in Python to expose data/analytical services:Build REST APIs with Flask and flask_restful. Document and version APIs with Swagger or similar. Apply best practices: error handling, validation, authentication/authorization, automated testing, and observability. Automation and Python utilities integrating with MicroStrategy via mstrio-py, primarily for data extraction. Ensure code quality and traceability with Git (branching, PRs, code reviews) and CI/CD practices. Manage and orchestrate workflows (jobs/pipelines) to schedule, monitor, and ensure dependencies and SLAs, in coordination with Data Engineers. Collaborate with data governance, data engineers, data scientists, and data analysts in a young and international team (mainly based in Barcelona, Brussels, and Paris). Core technologies in the role: Strategy (formerly MicroStrategy), Python, Google Cloud Platform (BigQuery), dbt, Git, workflow orchestration in n8n, and Swagger.