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 .

Experienced Quant

Davinciderivatives · Amsterdam, North Holland, Netherlands

 

Da Vinci is looking for experienced quants to join a highly skilled, collaborative team in solving complex problems. You will play a key role in ensuring our operations perform at the highest level possible, working to achieve our goal of building one of the best proprietary trading firms in the world.

Are you looking for an exciting and dynamic work environment, where employees are given the freedom to come up with great ideas and the space to push these to completion? Then this is your once-in-a-lifetime opportunity to be part of a successful and fast-growing company.

 

Responsibilities

Depending on your background and focus, your responsibilities may include:

As a Quant Trader

  • Generate profits, trading by position taking and market making
  • Manage and monitor trading risk in real-time
  • Develop and refine strategies for both existing and new markets
  • Optimize desk performance, devise new trading strategies and improve trading infrastructure

 

As a Quant Researcher:

  • Analyze large datasets to identify trading opportunities
  • Develop tools that translate data analysis results into useful inputs for trading
  • Build and back test quantitative models and strategies
  • Collaborate with traders and developers to bring strategies to production
  • Explore new markets and refine existing models and tools

 

As a Quant Developer:

  • Design and implement high-performance trading systems and tools
  • Collaborate with researchers and traders to translate ideas into robust, scalable code
  • Improve infrastructure, latency, and deployment workflows
  • Ensure reliable operation in live trading environments

 

Requirements

  • 3 to 10 years of experience in a quantitative role (trading, research, or development) at a prop shop like ours or similar
  • A strong academic background in Mathematics, Physics, Engineering, Computer Science, or a related field
  • Deep understanding of financial markets and/or algorithmic trading (especially for trading roles)
  • Proficiency in programming (Python, C++)
  • A strong analytical mindset, attention to detail, and a desire to continuously improve
  • Excellent communication skills and a team-oriented approach
  • A proactive, entrepreneurial attitude and comfort working in a fast-paced, evolving environment

 

Benefits

  • Base salary of EUR 100k, with total compensation (including performance-based bonuses) expected to be 500k + USD annually
  • Outstanding performance is also rewarded with shareholding in the company
  • A relocation package when moving from abroad, including a relocation budget, flight coverage, house-finding service and expat support
  • Meals during work hours
  • Social events and after-work drinks
  • Reimbursement of travel costs
  • Sponsored gym membership
  • In-house game room (pool table, board games and console games)