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 DevSecOps Engineer

Darkwolfsolutions · Tampa, FL

Dark Wolf Solutions is seeking a Senior DevSecOps Engineer to support the developing and sustaining of a cloud-based platform that enables cyber operations across the Department of Defense (DoD). The successful candidates will coordinate and integrate work across legacy platforms. The team provides support to enhance and develop new applications, analytics, and services for the customer and to modernize capabilities through an agile, evolving requirement identification and prioritization process. This position will call for on site support a few days a week in Tampa, FL. 

Required Qualifications:

  • Bachelor’s degree in IT Security, Information Systems, or equivalent
  • 8 years demonstrated experience providing technical guidance to other engineers on automation/build tools with 3 years of experience supporting platform architecture directly
  • Previous experience developing software in an Agile environment
  • Extensive knowledge of DevOps practices to include microservices architecture, CI/CD pipelines, cloud architecture, Platform as a Service (Kubernetes or PCF), and infrastructure as code
  • Strong hands-on experience with Kubernetes, with a primary focus on Amazon EKS in production, multi-cluster, and secure environments
  • Expertise in GitLab CI/CD, including pipeline design, runners, secure builds, artifact management, and promotion workflows
  • Deep experience with AWS Cloud services, specifically within AWS GovCloud environments, including IAM, VPC, EC2, EKS, S3, RDS, CloudWatch, KMS, and Security Hub
  • Designing architectures that meet FedRAMP, NIST 800-53, and DoD IL2/IL4/IL5 requirements
  • Strong GitOps experience using Argo (ArgoCD. / Argo Workflows) for: 
    • Declarative infrastructure and application deployment
    • Multi-environment promotion (dev → test → prod)
    • Automated rollback, drift detection, and auditability 
  •  Advanced understanding of secure containerized workloads, including:
    • Image scanning, SBOMs, and vulnerability management
    • Kubernetes RBAC, network policies, and secrets management
  •  Experience implementing DevSecOps pipelines, integrating:
    • Static and dynamic security scanning
    • Compliance gates and automated control enforcement
  • Proficiency with Infrastructure-as-Code (e.g., Terraform/OpenTofu, Ansible, Helm, Kustomize, or similar) for repeatable and compliant deployments
  • Working knowledge of collaboration and workflow tools, including:
    • Jira for agile planning and work tracking
    • Confluence for documentation and knowledge management
    • Mattermost (or similar secure chat platforms) for operational coordination
  • Experience operating in regulated or high-security environments, including:
    • Government, defense, or other compliance-driven organizations
  • Knowledge of ICD 503 and RMF with previous experience getting Authorization to Operate (ATO) for an application or system
  • Understanding of ATO, continuous monitoring, and audit support
  • Strong troubleshooting and operational skills across Kubernetes, CI/CD, and AWS cloud infrastructure
  • Ability to collaborate with developers, security teams, and program leadership to drive secure, reliable delivery at scale
  • Ability to convey complex ideas through conversation, briefings, and writing with clear, concise language
  • IASAE Level II (CASP, CISSP, CSSLP) certifications 
  • AFMAN 17-1303 certification (Sec+, etc) 
  • US Citizenship and ability to be clearable up to the Top Secret clearance with SCI eligibility

Desired Qualifications:

  • Experience with Cloud-Based systems and AI/ML Systems, including ALEX 
  • Previous experience working in a DoD software factory such as Kessel Run, Platform One, Kobayashi Maru, etc.
  • Willingness to submit for a government security clearance
  • Certification in cloud architecture with AWS, GCP, or Azure

This position is located in Tampa, FL. The estimated compensation range for this role is $170,000 - $190,000 commensurate on experience and technical skill set. 

We are proud to be an EEO/AA employer Minorities/Women/Veterans/Disabled and other protected categories.

We are strictly looking for direct, full-time W2 employees. We do not engage with third-party staffing agencies, C2C, or 1099 independent contractors for this role.
 
 In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.