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 .

Compliance Officer, Controls & Advisory

Uber · Zurich

Full-time Professional Central Functions Experienced Candidates Zurich

Qube Research & Technologies (QRT) is a global quantitative and systematic investment manager, operating in all liquid asset classes across the world. We are a technology and data driven group implementing a scientific approach to investing. Combining data, research, technology, and trading expertise has shaped QRT’s collaborative mindset which enables us to solve the most complex challenges. QRT’s culture of innovation continuously drives our ambition to deliver high quality returns for our investors.

Join our Global Compliance team in Zurich, supporting both compliance advisory and the monitoring and testing of controls across a global trading business. This role offers broad exposure across asset classes and provides the opportunity to work closely with investment, trading, and business teams while contributing to the ongoing development of our compliance framework.

Your future role at QRT:

  • Support the Compliance Monitoring Programme (CMP), including monitoring and testing of controls, sampling, and validation of control effectiveness
  • Conduct targeted and thematic reviews, identifying gaps and supporting remediation of control weaknesses
  • Partner with investment and trading teams to provide day-to-day compliance advisory across trading activity and market conduct
  • Provide clear, practical guidance on regulatory requirements and support the implementation of regulatory change
  • Contribute to compliance risk assessments, ongoing risk monitoring, and the enhancement of policies, procedures, and control frameworks
  • Collaborate with Legal, Risk, Operations, and Technology to embed strong compliance practices across the business
  • Support regulatory enquiries, audits, and governance reporting, ensuring clear documentation of findings and recommendations 

Your current skillset:

  • Bachelor’s degree in a relevant discipline (e.g. Law, Finance, Economics or similar); professional compliance qualifications (e.g. ICA, CISI or equivalent) are advantageous
  • 6+ years’ compliance experience within a hedge fund, asset manager, or investment bank
  • Demonstrable experience in monitoring and testing controls within a Compliance Monitoring Programme
  • Experience providing compliance advisory support to business or trading teams
  • Good understanding of investment and trading-related regulations (e.g. MiFID or equivalent frameworks such as FinSA/FINMA requirements)
  • Strong analytical skills, with the ability to assess control effectiveness and interpret regulation in a practical way
  • Strong communication skills, with the ability to engage effectively with a range of stakeholders
  • Detail-oriented, organised, and able to manage multiple priorities

QRT is an equal opportunity employer. We welcome diversity as essential to our success. QRT empowers employees to work openly and respectfully to achieve collective success. In addition to professional achievement, we are offering initiatives and programs to enable employees achieve a healthy work-life balance.