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 .

Staff / Principal Cloud Platform Engineer

Flyr · Amsterdam, Netherlands

Our Vision

We believe in a world where travel companies can innovate freely, growing and accelerating their business, while delivering the experience travelers want and the change the industry needs.

FLYR is a technology company that unlocks freedom to innovate for the travel industry – eliminating legacy constraints to enable real-time decision making and create the experiences travelers seek. With FLYR, businesses are able to quickly unlock modern retailing capabilities, improve revenue performance and modernize the e-commerce experience.

Flight Itinerary (About The Role)

We're looking for an exceptional and highly experienced hands-on Principal or Staff Platform Engineer to join our team. In this pivotal role, you will be the technical leader and force multiplier for our platform engineering initiatives, driving the architecture, strategy, and execution of our next-generation cloud infrastructure and developer experience. If you are an expert in cloud engineering, Kubernetes, modern CI/CD, and love tackling large-scale complexity, we want to talk to you.

What Your Journey Will Look Like (Responsibilities)

  • Architectural Leadership: Tackle the most complex technical problems across the platform and drive scalable, resilient, and cost-effective architectural solutions.
  • Technical Strategy: Proactively identify technical gaps across various platform domains (e.g., compute, networking, data, security, observability, devex) and propose high-impact optimizations and strategic roadmaps.
  • Initiative Ownership: Drive large, complex technical initiatives end-to-end, from concept and design to implementation and rollout, ensuring high-quality and timely delivery.
  • Cross-Functional Alignment: Maintain strong cross-functional communication and alignment with product, security, and other engineering teams to ensure our platform meets broad organizational needs.
  • Developer Experience (DevEx): Design and implement best-in-class CI/CD pipelines with a relentless focus on improving the DevEx and accelerating feature delivery.
  • Mentorship & Growth: Accelerate the team's growth by providing expert mentorship, technical guidance, and upskilling opportunities for mid-level and senior engineers.
  • Knowledge Sharing & Change Management: Conduct regular knowledge sharing sessions across the wider engineering organization. Drive technical change management to ensure successful adoption of new platform patterns and practices.

What To Pack For This Trip (Qualifications)

  • Cloud Engineering Expertise: Strong experience with cloud engineering, particularly within GCP and/or AWS, focusing on large-scale, high-availability, and cost-optimized infrastructure.
  • Container Orchestration: Expert-level proficiency in Kubernetes architecture, administration, security, and networking.
  • Release & Deployment: Deep expertise in modern release engineering practices and tooling, including Helm and declarative GitOps tools like ArgoCD.
  • Observability: Strong knowledge of observability best practices, tooling (e.g., DataDog, Prometheus, Grafana, Jaeger), and defining actionable metrics using golden signals, SLIs, SLOs, and SLAs.
  • Infrastructure as Code (IaC): Expertise in designing and implementing Infrastructure as Code solutions, particularly with Terraform or similar tools.
  • System Design: Proven track record of designing, building, and operating highly distributed and reliable systems at scale.
  • Communication: Exceptional communication skills with the ability to articulate complex technical concepts to both technical and non-technical audiences.

First-Class Amenities

  • Regular employment contract
  • Equity in Series D startup with high growth potential
  • Flexible working hours
  • Complimentary Breakfast/Lunch (in-office)
  • Gym in the office building
  • Pension Plan
  • Top-quality tech equipment
  • Annual educational fund
  • Many more!

Our Commitment to Equality

Here at FLYR, we’re committed to growing with intention, having our teams better reflect the world around us. We strive to create an environment of inclusion and even more importantly, belonging, where psychological safety, empathy, and human connection are at the center of our leadership principles. Not only does this enable us to create better products and have a better work environment, it’s good for the bottom line and it’s the right thing to do.
 
FLYR provides equal employment opportunities to all employees and applicants for employment without regard to race, color, religion, gender identity, sex, sexual orientation, national origin, age, physical or mental disability, genetics, marital or veteran status. In addition to federal law requirements, FLYR complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company operates.
 

Privacy Policy

All applicants, including those based in California or the EU, are encouraged to review our Privacy and Cookie Policy.
 
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