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 .

Software Developer, LiveDesign Infrastructure

Schrodinger · Hyderabad

Schr dinger is on the cutting edge of computer-aided drug discovery and materials science. Our software platform continues to revolutionize the design of therapeutics and materials, and we leverage this platform to advance a pipeline of internal, wholly-owned drug discovery programs. We also license our software to leading biopharmaceutical and industrial companies, academic institutions, and government laboratories worldwide.
Were seeking a motivated Software Infrastructure Engineer to join our team in Hyderabad. Youll play a key role in automating the deployment and maintenance of our Kubernetes-based application (LiveDesign) on Google Cloud Platform (GCP).
This is an excellent opportunity for someone who enjoys automation using modern approaches such as GitOps and Infrastructure as Code, and is excited to learn and grow in a collaborative environment. Youll work directly with other teams, regularly demo new features you build, and help shape deployment workflows that make their work more efficient.
What Youll Work On
Primary Focus:
  • Build and improve GitHub Actions workflows to automate deployment pipelines
  • Maintain and enhance Terraform infrastructure code for GCP resources
  • Develop Python scripts and tools for infrastructure automation
  • Collaborate with other internal teams to understand their needs
Learning & Growth Areas:
  • Improve Kubernetes Helm charts and establish best practices
  • Design, implement and/or improve microservices, in particular related to job orchestration of scientific computations
  • Improve and extend the existing infrastructure used for user authentication
  • Optimize Docker configurations for our applications
  • Potentially contribute to our deployment manager web application (Node.js/React) if interested
Required Skills
  • 1-3 years of professional software development or DevOps experience
  • Programming: Strong Python skills (writing scripts, working with APIs, testing)
  • Cloud Platform: Experience with Google Cloud Platform. Experience with other cloud providers (AWS, Azure) is a plus.
  • Automation: Familiarity with CI/CD concepts and tools
  • Version Control: Comfortable with Git and GitHub workflows
  • Communication: Strong English communication skills; ability to demo work and collaborate with team members
Nice-to-Have Skills
Wed especially value candidates with:
  • Experience in writing GitHub Actions workflows or similar CI/CD pipelines
  • Infrastructure as Code experience, preferably Terraform / OpenTofu
  • Kubernetes fundamentals (deploying applications, understanding pods/services)
  • Helm chart experience
  • Bash/shell scripting proficiency
  • Docker containerization basics
  • Web application development skills (esp. Node.js and React)