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 .

DevOps Security Engineer

Threataware · London Office

About the role

We're hiring a DevOps Security Engineer to embed security into every layer of our infrastructure and deployment pipeline. You'll work across cloud security, vulnerability management, secrets management, and CI/CD hardening — making sure security is foundational, not bolted on. You report to the DevOps Manager and work closely with the broader engineering team. If you believe security should enable speed, not slow it down, this is the role.

Why ThreatAware?

ThreatAware gives security teams a single source of truth for every device and tool in their organisation. 150+ integrations, deploys in under 30 minutes, real-time visibility across entire IT estates. Finance, legal, energy, healthcare — they trust us to show them what's protected and what isn't.

Now we're building something bigger. Six years of accurate cyber asset data, and we're layering AI on top of it — new ways for security teams to interrogate their data, automate workflows, and act on risk before it becomes a problem. You'll make sure we build it all on secure foundations.

What you'll do

Build secure-by-default infrastructure that lets engineers ship with confidence.

  • Establish and enforce AWS security best practices: IAM, VPC hardening, encryption, and least-privilege access across all environments.

  • Integrate security scanning into CI/CD pipelines — static analysis, dependency scanning, container image scanning, and artifact integrity checks.

  • Design and maintain secrets management architecture, enforcing zero hardcoded credentials across the codebase.

  • Support incident response: investigate security events, contain threats, conduct root-cause analysis, and improve runbooks.

  • Build and maintain observability across infrastructure and security — monitoring, alerting, and dashboards that surface issues before they escalate.

  • Champion security culture across engineering — deliver training, create guardrails, and make it easy for developers to ship secure code.

What we're looking for

  • Solid DevSecOps or infrastructure security experience with hands-on AWS expertise (IAM, VPC, Config).

  • Strong knowledge of CI/CD security, container security, and infrastructure-as-code security practices.

  • Comfortable with TypeScript and/or PowerShell — you automate everything you can.

  • Experience with vulnerability scanning, secrets management tools, and compliance frameworks.

  • A security mindset that enables rather than blocks — you find ways to say yes securely.

  • Clear communicator who can explain security concepts to engineers at any level.