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 .

Lead DevOps Engineer

Davidzwirnergallery · London, UK

At David Zwirner, we look to be an industry leader in our field, with our artists at the center of what we do. Our global exhibition program expands beyond our locations in New York, London, Los Angeles, Hong Kong, and Paris, representing seventy artists and estates. Home to innovative, singular, and pioneering exhibitions across a variety of media and genres. Active in both the primary and secondary markets, David Zwirner has helped foster the careers of some of the most influential artists today. 

About the Opportunity 

Lead DevOps Engineer 

David Zwirner seeks an experienced and strategic Lead DevOps Engineer to guide the maturation of our infrastructure and provide coverage across European time zones (UTC to UTC +3). This role emphasizes technical leadership, strategic planning, and team mentorship. You will be responsible for enhancing the security, reliability, and resilience of our cloud footprint: primarily AWS, with additional environments including Azure, GCP, Alibaba Cloud, Databricks, and Vercel. This is a fully remote role.

As the leader of the DevOps function, you will define and execute the strategic roadmap while remaining hands‑on with your team. We’re seeking a pragmatic leader who will take full ownership of our infrastructure, systematically address technical debt, and champion a culture of operational excellence and security. Candidates must be diligent, extremely organized, and possess excellent prioritization and communication skills.The core engineering team operates on New York hours, so this position will play a key leadership and coverage role for EMEA.

What you’ll do: 

  • Leadership: Lead direction and mentor for the DevOps team; set technical direction for infrastructure and security; foster a culture of ownership, reliability, and continuous improvement.
  • Roadmap Ownership & Strategy: Define, own, and drive the Infrastructure & Security Roadmap, prioritizing infrastructure ownership, profound monitoring, disaster recovery, developer experience, and security hardening.
  • Infrastructure as Code (IaC): Inventory and capture unmanaged resources in Terraform (and CDK/SST where required); create reusable modules and guardrails; institute code reviews and change management.
  • Platform Operations (AWS‑first): Design and operate services built on ECS (Fargate), ECR, RDS, ElastiCache, S3, ALB/CloudFront, WAF, Lambda, EventBridge, CloudWatch; improve networking, IAM, and resilience.
  • Resilience & Reliability: Modernize critical workloads; design and run disaster recovery drills; automate backups/restore; codify RPO/RTO targets and runbooks; lead incident response and postmortems.
  • Observability & On‑Call: Standardize monitoring/alerting with Datadog, CloudWatch, Sentry, PagerDuty; implement SLOs and noise‑reduction baselines; maintain a humane on‑call rotation.
  • Security Hardening: Mature the configuration and rollout of tools like Jit and CrowdStrike; improve firewall/WAF rules; enforce secrets management and least‑privilege access; champion threat modeling and automated scanning.
  • Collaboration & Governance: Serve as a key technical voice on the Architecture Review Board; partner with Product and Engineering to align solutions with operational standards and business goals.

What you need to have:

  • Legal authorization to work in the UK.
  • Track record in a senior/lead DevOps, SRE, or Platform role, including mentorship of engineers.
  • Expert‑level Terraform (including importing existing resources and taming legacy estates).
  • Deep, hands‑on experience with AWS (ECS, RDS, ElastiCache, Lambda, ALB, WAF, S3, CloudFront, EventBridge, CloudWatch) and production networking/IAM.
  • Proven design and maintenance of CI/CD pipelines (GitHub Actions) and container workflows (Docker, ECS Fargate or Kubernetes).
  • Proficiency with modern observability/monitoring (Datadog, CloudWatch, Sentry, PagerDuty), incident response, and incident retrospectives.
  • Strong background in cloud security principles and practical hardening.
  • Ability to define and execute a technical roadmap and communicate with both technical and non‑technical stakeholders.

What we would like you to have: 

  • Experience with GCP, Azure, Alibaba Cloud, and managed platforms (Databricks, Vercel).
  • Familiarity with SST/CDK, Next.js/Vercel delivery flows, and performance considerations for web platforms.
  • VPN/zero‑trust networking (e.g., Tailscale); perimeter hardening and WAF tuning.

Please submit a resume and cover letter, and be prepared to provide three (3) professional references upon request.