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

Vector Trading · Brazil


We are a prop trading firm composed of talented professionals working on multiple strategies and expanding to different asset classes and electronic exchanges around the world.

We are selective about who joins our family, but if you have the technical skills and if you are looking for a chance to develop something extraordinary, then working with us is for you.

Our company culture is based on scientific curiosity, integrity, personal growth, and teamwork. Inevitably, this is the secret to our success.

We work to be a leader in the application of technology and statistical modeling for price discovery in the financial markets.

Once a part of the team, you will learn from and work on projects that leverage your education and skill set, and you will be rewarded based on your achievements and results.

Responsibilities

  • Develop, maintain, and support production quality automated trading strategies
  • Apply technology and programming to automate complex trading logic
  • Be or become an expert in market microstructure information
  • Understand at the highest levels tick data dissemination and protocol communication with world-class electronic exchanges
  • Build and maintain the connection between trading models and execution software
  • Create tools, verification processes, and risk management protections to assure safe trading
  • Mentor, manage or train junior developers to complete projects and learn all facets of trading

Qualifications

  • 3+ years of experience building software for trading or similar complex software systems
  • Bachelor’s, Masters or Ph.D. degree in any scientific field or Finance
  • Have the capability to understand quickly what is being explained and think for himself/herself
  • Knowledge of markets and financial products is a plus
  • Obsessed with creating clean 100% bug-free software
  • Passion for mathematics and software applied to the markets
  • Comfort working within a collaborative, team-oriented fast-changing environment which fosters free-flowing creativity
  • Strong work ethic, compliance, and willingness to do whatever it takes to get the job done
  • Excellent verbal and written communication skills
  • Training or demonstrated ability to learn languages such as C++, R, Lua, and/or Python.