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 .

Intern, DevOps

Stable Money · Bengaluru

About Stable Money
Stable-Alpha aims to build India's most trusted wealth tech platform, focusing on fixed-income
investments. We're here to offer tailored solutions to retail investors that maximize and generate
predictable returns, coupled with a sacrosanct focus on risk reduction. The household financial
assets in India are overwhelmingly dominated by fixed-income instruments and are typically
low-yielding, tax-inefficient products. Alternate fixed-income products are nuanced and often
complex, which presents an opportunity for a platform like ours to simplify fixed-income investing for the end user through discoverability, demystification, and analytics-driven custom fixed-income portfolios.
 

WHAT WE'RE LOOKING FOR (Core Requirements):

We don't care if you've never used Kubernetes or Terraform. We care about how you think.

1. Resilience & Never-Give-Up Attitude Failures don't discourage you. You treat them as puzzles to solve.
2. Strong Problem-Solving Aptitude You break down complex systems logically, form hypotheses, and systematically find root causes. 3. Curiosity About Systems at Scale You want to understand *how* things work, not just memorize commands. You're fascinated by the challenges of running reliable services across multiple environments.
 4. Basic Software Development Concepts You understand APIs, networking, databases, and the full development lifecycle (code → build → test → deploy → monitor). You can read the application code.
5. Efficient Debugging & Diagnostics You read logs and error messages without panicking. You're methodical and don't jump to conclusions.
 6. Willingness to Dive Deep & Experiment. Learn by doing. You automate repetitive tasks and look for ways to improve processes. COLLABORATION & MINDSET
 7. Work Effectively with Teams. Collaborate with backend engineers and security teams. You communicate clearly and escalate thoughtfully when needed.
 8. Participate in Learning Culture. Engage in infrastructure reviews, runbooks, postmortems, and knowledge sharing. You ask good questions.
 9. Drive Continuous Improvement. Suggest how we can improve deployment processes, reliability, and monitoring. You help document decisions.
 10. Embrace Learning New Technologies. You're excited to experiment with new DevOps tools and understand this field evolves rapidly.

 

NICE TO HAVE (Seriously Optional - Won't Disqualify You)

Infrastructure & Cloud: AWS (EC2, RDS, Lambda), GCP, Azure |
Containerization: Docker, Kubernetes 
IaC: Terraform, CloudFormation 
CI/CD: Jenkins, GitHub Actions, GitLab CI
Scripting: Bash, Python, Go 
Observability: Prometheus, Grafana, centralized logging
Security: Network concepts, container scanning, compliance | Git & Open Source | Prior DevOps/SRE internship experience

WHAT YOU'LL WORK ON

• Deploy services reliably to production
• Build and improve CI/CD pipelines
• Set up monitoring and alerting
• Debug infrastructure issues and write postmortems
• Contribute to infrastructure security and compliance
• Document processes and create runbooks 
•  Experiment with new tools and approaches
•  Collaborate with developers on deployment strategies

About Stable Money
Stable-Alpha aims to build India's most trusted wealth tech platform, focusing on fixed-income
investments. We're here to offer tailored solutions to retail investors that maximize and generate
predictable returns, coupled with a sacrosanct focus on risk reduction. The household financial
assets in India are overwhelmingly dominated by fixed-income instruments and are typically
low-yielding, tax-inefficient products. Alternate fixed-income products are nuanced and often
complex, which presents an opportunity for a platform like ours to simplify fixed-income investing for the end user through discoverability, demystification, and analytics-driven custom fixed-income portfolios.
 

WHAT WE'RE LOOKING FOR (Core Requirements):

We don't care if you've never used Kubernetes or Terraform. We care about how you think.

1. Resilience & Never-Give-Up Attitude Failures don't discourage you. You treat them as puzzles to solve.
2. Strong Problem-Solving Aptitude You break down complex systems logically, form hypotheses, and systematically find root causes. 3. Curiosity About Systems at Scale You want to understand *how* things work, not just memorize commands. You're fascinated by the challenges of running reliable services across multiple environments.
 4. Basic Software Development Concepts You understand APIs, networking, databases, and the full development lifecycle (code → build → test → deploy → monitor). You can read the application code.
5. Efficient Debugging & Diagnostics You read logs and error messages without panicking. You're methodical and don't jump to conclusions.
 6. Willingness to Dive Deep & Experiment. Learn by doing. You automate repetitive tasks and look for ways to improve processes. COLLABORATION & MINDSET
 7. Work Effectively with Teams. Collaborate with backend engineers and security teams. You communicate clearly and escalate thoughtfully when needed.
 8. Participate in Learning Culture. Engage in infrastructure reviews, runbooks, postmortems, and knowledge sharing. You ask good questions.
 9. Drive Continuous Improvement. Suggest how we can improve deployment processes, reliability, and monitoring. You help document decisions.
 10. Embrace Learning New Technologies. You're excited to experiment with new DevOps tools and understand this field evolves rapidly.

 

NICE TO HAVE (Seriously Optional - Won't Disqualify You)

Infrastructure & Cloud: AWS (EC2, RDS, Lambda), GCP, Azure |
Containerization: Docker, Kubernetes 
IaC: Terraform, CloudFormation 
CI/CD: Jenkins, GitHub Actions, GitLab CI
Scripting: Bash, Python, Go 
Observability: Prometheus, Grafana, centralized logging
Security: Network concepts, container scanning, compliance | Git & Open Source | Prior DevOps/SRE internship experience

WHAT YOU'LL WORK ON

• Deploy services reliably to production
• Build and improve CI/CD pipelines
• Set up monitoring and alerting
• Debug infrastructure issues and write postmortems
• Contribute to infrastructure security and compliance
• Document processes and create runbooks 
•  Experiment with new tools and approaches
•  Collaborate with developers on deployment strategies

View full listing