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 .

Senior Devops Engineer

GIST · Noida, Bengaluru

Role Description:

We are looking for a DevOps Engineer to develop and support integrated automation solutions. This individual will work in a team setting, working to create & maintain CI/CD pipelines, troubleshoot, enhance & manage our software delivery pipelines, manage our cloud infrastructure and create tooling to streamline and enhance the current automation workflows and help build new workflows for next generation solutions.

Responsibilities:

  • Be the main point of contact for our team for Cloud and Infrastructure management
  • Develop, enhance and manage deployment automation pipelines implementing
  • Implement and manage DevOps best practices
  • Manage and configure cloud infrastructure platforms/solutions
  • Identify the scope of enhancements to our infrastructure and automation pipelines and implement them
  • Assist in automating in-house processes
  • Configuration Management for Cloud based infrastructure
  • Manage and design deployment processes implementing cloud infrastructure security

Requirements:

  • 6+ years of well-rounded experience as a DevOps engineer
  • Experience in software development for cloud-based applications and container-based solutions (Docker, Docker Swarm, Kubernetes)
  • Computer Science degree or relevant experience in Software Development
  • Experience handling large data sets
  • Cloud management experience (primarily AWS and Azure)
  • Setup and management of databases (MySQL, PostgreSQL), database services, virtual machines, virtual networks, IAM policies
  • Comfortable with VCS GitHub and GitOps
  • Experience in software development preferably in Java or Python preferred
  • Experience in using Linux systems, and bash scripting
  • Experience in automating software and deployment environments for CI/CD.
  • Experience working together with teams from several departments
  • Understanding of best practices regarding system architecture, design, security, throughput, availability and scalability