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 Cloud Security Engineer

Alteryx · Bangalore, India

We’re looking for problem solvers, innovators, and dreamers who are searching for anything but business as usual. Like us, you’re a high performer who’s an expert at your craft, constantly challenging the status quo. You value inclusivity and want to join a culture that empowers you to show up as your authentic self. You know that success hinges on commitment, that our differences make us stronger, and that the finish line is always sweeter when the whole team crosses together.

We are seeking a highly skilled Lead Cloud Security Engineer to lead the design, implementation, and continuous improvement of our cloud security posture across AWS, GCP, and Azure. The ideal candidate will have deep expertise in Zero Trust architecture, least privilege models, Kubernetes security, cloud security architecture, and threat modeling, along with hands-on experience in Terraform, scripting, and automation. This role will also support our DevSecOps initiatives by embedding security into CI/CD pipelines and reviewing new cloud services and containerized workloads for security risks.

 

Key Responsibilities:

  • Cloud & Kubernetes Security Architecture
    • Design and implement security architectures for multi-cloud environments (AWS, GCP, Azure) based on Zero Trust and least privilege principles.
    • Build and enforce security controls for Kubernetes clusters (EKS, GKE, AKS) covering RBAC, network policies, runtime security, and secrets management.
    • Perform architecture and design reviews of new cloud services and containerized workloads.
    • Lead cloud and container threat modeling exercises to identify and mitigate risks early in the design phase.
  • Security Governance & Risk Management
    • Define and implement policies, standards, and guidelines for secure cloud and container operations.
    • Partner with platform teams to integrate security-as-code using Terraform and CI/CD pipelines.
    • Continuously assess cloud and Kubernetes environments for misconfigurations, vulnerabilities, and compliance gaps.
  • Automation & Tooling
    • Develop automation for cloud and Kubernetes security monitoring, vulnerability management, and compliance enforcement.
    • Evaluate and integrate new cloud-native and container-native security tools (e.g., Falco, Trivy, Aqua, Prisma Cloud).
  • DevSecOps & Secure SDLC Support
    • Embed security into CI/CD pipelines with automated scanning for infrastructure, container images, and application code.
    • Support secure image building, signing, and deployment practices.
    • Mentor teams on secure cloud-native development and operations.
  • Cross-Functional Collaboration & Leadership
    • Serve as a subject matter expert (SME) for cloud and Kubernetes security across the organization.
    • Influence strategic security initiatives and provide technical guidance to engineering teams.

Required Qualifications:

  • 8+ years of experience in Information Security, with 5+ years in cloud security architecture.
  • Expertise in AWS, GCP, and Azure security features, controls, and best practices.
  • Proven experience with Kubernetes security (RBAC, network policies, admission controllers, runtime security).
  • Strong background in Zero Trust architectures, least privilege models, and threat modeling.
  • Proficiency in Terraform and scripting languages (Python, Bash, PowerShell, etc.).
  • Experience with IAM, network security, encryption, and key management.
  • Familiarity with DevSecOps, secure CI/CD pipelines, and container image security.
  • Excellent problem-solving, communication, and collaboration skills.

 

Preferred Qualifications:

  • Relevant certifications (e.g., CCSP, CISSP, AWS Security Specialty, GCP Professional Cloud Security Engineer, Azure Security Engineer Associate).
  • Experience with container security (Kubernetes, Docker) and cloud-native security platforms.
  • Good to have knowledge of compliance frameworks (ISO 27001, SOC 2, PCI-DSS, etc.).

Find yourself checking a lot of these boxes but doubting whether you should apply? At Alteryx, we support a growth mindset for our associates through all stages of their careers. If you meet some of the requirements and you share our values, we encourage you to apply. As part of our ongoing commitment to a diverse, equitable, and inclusive workplace, we’re invested in building teams with a wide variety of backgrounds, identities, and experiences.

This position involves access to software/technology that is subject to U.S. export controls. Any job offer made will be contingent upon the applicant’s capacity to serve in compliance with U.S. export controls.

View full listing