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 .

Software Developer - Regulatory Technology

Quberesearchandtechnologies · Hong Kong, Singapore

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 our 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.

The successful candidate will join a growing Regulatory Reporting function at QRT, which sits within our Compliance team. You will work alongside the business, compliance, and IT teams. The Regulatory Technology Developer will assist the team in maintaining the integrity of the regulatory reporting processes for the firm and ensure that complete and accurate data is delivered to regulators within the prescribed timeframes.

Responsibilities:

  • Your core objective is to manage and develop regulatory reporting systems and controls
  • Develop and integrate automation solutions using Robotic Process Automation (RPA) tools
  • Continuously assess regulatory reporting risks and developments to ensure changes are made in line with regulations
  • Collaborate with cross-functional teams to ensure compliance with regulatory requirements and enhance the technological capabilities of the compliance function
  • Ensure the continuous operation and optimization of existing regulatory reporting systems
  • Develop and maintain data validation and quality assurance processes
  • Identify areas for process improvements and implement solutions to enhance efficiency and accuracy
  • Serve as a point of contact for technical support related to regulatory technology
  • Engage with stakeholders to address queries and ensure compliance

Your present skillset:

  • Polyglot developer with 5-7 years of experience, knowledge of Python is essential
  • Understanding of SQL and working with databases
  • Experienced in designing frameworks and tools from scratch
  • Knowledge of the financial derivative products
  • Experience with Robotic Process Automation (RPA) tools
  • Strong analytical mindset with excellent problem-solving skills, able to tackle complex technical challenges
  • Understanding of modern software architecture and cloud platforms
  • Intellectual curiosity to learn new technologies
  • Ability to think outside the box and improve technical implementation

 

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.