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 .

IT Engineer – Enterprise Technology

Gsrmarkets · London

About Us

GSR is crypto’s capital markets partner, helping founders and institutions scale with confidence. With over a decade of specialized expertise, we deliver institutional-grade market making, OTC trading, and strategic venture capital to support growth at every stage.

Our value goes beyond execution. We provide access to liquidity, real-time market intelligence, and strategic guidance shaped by years operating at the center of global crypto markets. We bridge the gap between traditional finance and digital assets, connecting teams with the capital, market access, and insights they need to build what’s next.

The Role

We’re looking for an IT Engineer to join our Enterprise Technology team. As a small, high-impact organisation, this is a hybrid engineering and support role. You will be responsible for projects involving IAM, SaaS Integrations, and MDM, while also owning the day-to-day work to keep our operations running smoothly.

This role requires both strong interpersonal skills and technical expertise, as you will regularly work with our Trading, Engineering and Operations teams.

Experience in crypto or finance is not required, what matters is your ability, mindset, and how you work with others. This is an office-based role, and occasional travel may be required.

What You’ll Do

  • Diagnose and resolve complex issues across Google Workspace, Okta and other SaaS 
  • Troubleshoot MDM configurations and device management problems
  • Provide day-to-day user support (deskside and remote), including troubleshooting printers, peripherals, and connectivity
  • Manage the IT hardware lifecycle, including ordering equipment, inventory management, and device setup
  • Handle problems that require understanding of system interdependencies
  • Design solutions that prevent issues without creating new problems
  • Evaluate and understand the security implications of your decisions across the organisation
  • Autonomously identify and implement automation for common problems
  • Communicate effectively with colleagues
  • Create technical documentation that captures your knowledge

Profile We’re Looking For

  • 5+ years supporting technical teams
  • Strong grasp of DNS, DHCP, VPNs, and basic network troubleshooting
  • Background in scripting (Python, Bash) for automation and tool creation
  • Experience supporting teams working with sensitive or classified data
  • Experience operating within compliance frameworks such (SOC2, ISO 27001)


Strong candidates may also have

  • Deep understanding of IAM including SAML, SCIM and OIDC
  • Experience configuring and supporting development environments
  • Advanced troubleshooting across macOS and/or Linux environments
  • Familiarity managing configurations in git (Terraform)
  • Expert knowledge of MDM platforms, device enrollment, configuration profiles, and security policies

What We Offer

  • A collaborative, high-performance environment where you can have an immediate impact.

  • Competitive compensation, including performance-based incentives.

  • Comprehensive benefits package.

  • Learning and development support, including professional certifications.

  • Global exposure across our offices in London, New York, Singapore, Zug, and Málaga.

  • The opportunity to be part of one of crypto’s most established and respected trading firms.

Equal Opportunity Statement

GSR is proudly an Equal Employment Opportunity employer. We do not discriminate based on any legally protected characteristics such as race, religion, colour, national origin, sexual orientation, gender, gender identity, gender expression, or age.

We operate as a meritocracy — all aspects of hiring, promotion, and performance management are based on business needs and individual merit and competence.

Learn more about us at www.gsr.io