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 Site Reliability Engineer

Getground · London

London, Waterloo (Hybrid, 4 days in-office - Wednesday is our set work from home day, though you can come in on Wednesday too if you wish)

We are disrupting one of the world's largest asset classes, property. With £2Bn+ assets on our platform and 30,000+ users across 70 countries, we're building the future of asset ownership and in doing so, are able to address wealth inequality.

Our product simplifies property investing from start to finish, making real estate investment accessible to everyone.

What you'll love doing:

  • Working in cross-functional product teams, taking infrastructure and reliability initiatives from concept to production.

  • Navigating ambiguity in a fast-moving environment where ownership and freedom are core to how we operate.

  • Building and maintaining robust, scalable infrastructure across our GCP cloud environment. Working with Kubernetes, Terraform, Cloudflare, and modern observability tooling to ensure our platform runs smoothly.

  • Collaborating closely with engineering teams to design CI/CD pipelines, improve deployment practices, and champion reliability as a core engineering principle.

  • Helping to define SRE practices for a high-growth fintech platform. Mentoring other engineers as we scale our teams and impact.

What you'll be doing:

  • Designing, implementing, and maintaining our cloud infrastructure on Google Cloud Platform (GCP), ensuring scalability, reliability, and security.

  • Owning our Kubernetes clusters and containerization strategy - from Docker image optimization to cluster management and deployment orchestration.

  • Building and evolving our Infrastructure as Code using Terraform, creating modular, testable, well-documented configurations that scale with our rapid growth.

  • Managing and optimizing our Cloudflare infrastructure, including Workers for edge computing, DNS, CDN, security policies, and performance optimization.

  • Deploy AI powered product features in isolated and secure serverless environments.

  • Implementing comprehensive monitoring and observability using Prometheus and Grafana, defining SLIs/SLOs, and proactively identifying issues before they impact users.

  • Designing and maintaining CI/CD pipelines with appropriate quality gates, testing strategies, and deployment techniques (blue-green, canary) to enable fast, safe releases.

  • Ensuring security best practices across our infrastructure - from network design and access controls to secrets management and vulnerability scanning.

  • Working with engineering teams to improve application reliability, performance, and observability through instrumentation and architectural guidance.

  • Enabling developer productivity through self-service tooling, clear documentation, and automation of operational tasks.

What we're looking for:

Essential:

  • 5+ years in SRE, DevOps, or platform engineering roles with production-grade infrastructure experience

  • Strong hands-on experience with Google Cloud Platform (GCP)

  • Expert-level knowledge of Kubernetes and Docker - you've deployed, managed, and troubleshot production clusters

  • Proficiency in Terraform for infrastructure as code

  • Experience with Cloudflare services, including Workers, DNS, CDN, and security features

  • Experience implementing and managing observability stacks with Prometheus and Grafana

  • Strong understanding of CI/CD principles, pipeline design, and deployment strategies

  • Experience with cloud networking, security groups, VPCs, and network peering

  • Solid scripting skills (Shell, Python, or similar)

Desirable:

  • Experience with blue-green or canary deployment techniques

  • Familiarity with programming languages like Go or TypeScript

  • Background in implementing security automation and quality gates

  • Experience with configuration management tools

  • Understanding of SRE principles: SLIs, SLOs, error budgets, and blameless postmortems

  • Experience with edge computing and serverless architectures

  • Track record of mentoring engineers and fostering a culture of reliability

What we are building: The first end-to-end real estate investment offering - making the dream of owning real estate more accessible to everyone globally.

Diversity & inclusion at GetGround: We encourage applications from all sections of society and we believe in the criticality of an inclusive culture. We are committed to equal employment opportunity regardless of race, religion or belief, ethnic or national origin, disability, age, citizenship, marital, domestic or civil partnership status, sexual orientation, gender identity or any other basis as protected by law.

  • 42% of our employees identify as female or non-specified, 58% as male

  • 22 nationalities represented across offices in 5 countries

  • Our work on Design Accessibility

  • Inclusion is at the heart of our culture - we celebrate and reflect on key D&I and cultural events such as: Black History Month, International Women's Day and Pride

For more information on how we store your candidate data, please see our recruitment privacy policy