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 / Cloud Infrastructure Engineer

Mobilexpense · Brussels, Brussels, Belgium

🚀 Role: DevOps / Cloud Infrastructure Engineer

📍 Location: Brussels, hybrid
📅 Start Date: ASAP
💰 Salary: Competitive with benefits

🧑‍💻 Reporting to: Head of IT & DevOps

Mobilexpense is a leading SaaS provider delivering intelligent, compliant, and automated expense management solutions to global organizations. Our mission is to simplify business travel and expense management through smart technology, integration, and a great user experience.

We are scaling our cloud operations to support continuous growth and innovation — and we’re looking for a DevOps / Cloud Infrastructure Engineer to help us build secure, scalable, and automated cloud environments on Microsoft Azure.

As a DevOps / Cloud Infrastructure Engineer, member of the DevOps Team, you participate in designing, implementing, and maintaining our Azure cloud infrastructure and CI/CD pipelines.
You’ll work closely with the Security, and Development teams to ensure our systems are automated, observable, and secure — enabling smooth and reliable delivery of our SaaS applications.

Key responsibilities:

  • Design, build, and maintain infrastructure in Microsoft Azure using IaC.

  • Implement and manage CI/CD pipelines using Azure DevOps.

  • Support application teams using Azure App Services and Azure Container Apps for deployment and scaling.

  • Automate operational processes using PowerShell and Azure-native automation tools.

  • Monitor and maintain cloud performance, reliability, and cost efficiency.

  • Work with Security Engineering to apply best practices for identity, access, and data protection.

  • Set up and maintain observability with Azure Monitor, Log Analytics, and Application Insights.

  • Collaborate with development and data teams to optimize infrastructure performance and reliability.

  • Participate in on-call and incident response rotations as part of a shared operational responsibility.

Requirements

Who you are

  • Bachelor’s degree in Computer Science, Engineering, or equivalent experience.

  • Proven experience in a DevOps or Cloud Infrastructure Engineering role.

  • Proficiency with Cloud services and architectures (Microsoft Azure or equivalent).

  • Experience with infrastructure as code.

  • Proficiency with PowerShell scripting and automation.

  • Hands-on experience with DevOps pipelines for CI/CD (Azure DevOps is a plus).

  • Experience managing and deploying Azure App Services and Azure Container Apps.

  • Understanding of networking, security, and IAM in cloud environments.

  • Fluent in English (written and verbal).

  • Excellent problem-solving skills and a collaborative mindset.

  • Analytical skills and AI proficiency: all team members are expected to demonstrate strong analytical capabilities and make smart use of AI tools, whatever helps them work smarter and drive results in their role.

  • Strong AI first mindset : Experience in various AI technologies usage and integrations is recommended.

What We Offer

  • Competitive salary and benefits package

  • Hybrid and flexible work environment

  • Opportunity to work with modern Azure technologies

  • Professional development and certification support

  • A collaborative culture with strong cross-team engagement