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 .

Trader | Crypto

Jumpcrypto · Singapore

Jump Crypto is committed to building and standing up critical infrastructure needed to catalyze the growth of the crypto ecosystem. We're builders, partners, and traders who take a long-term view of crypto's prospects and operate to unlock the full potential of open, community-driven networks. Since our inception as a skunkworks intern project in late 2015, we've grown into a dynamic and seasoned team of high performing players across a range of functions. Today, we play an important role in the development of some of the largest and most innovative crypto communities.

Jump Crypto is the crypto division of Jump Trading Group, a research driven quantitative trading firm that's one of the largest traders by volume across traditional asset classes.  For more on our history, culture and the road ahead read our blog here. To learn more, please visit us at www.jumpcrypto.com and follow us at @JumpCryptoHQ.

As a Trader, you have an opportunity to join a dynamic group of people focused on researching, interpreting and capitalizing on the global trading markets. The ideal candidate for this position will be interested in learning how they can apply their skills in a quantitative trading environment. You should have a can-do attitude around supporting the team in a variety of ways and be motivated by this chance to learn and work alongside a team of experienced traders and technologists. As a trader you will be working 4 days a week (Sun-Wed OR Wed-Sat) alongside others trading this 24/7 asset class.

What You’ll Do:

  • Familiarity and interest in all lines of the business (outside trading); willingness to understand business priorities and to adapt.
  • Execution of trading strategies.
  • Monitor trading positions and work with clearing and operations team to reconcile trades and position breaks throughout the shift.
  • Build and maintain DevOps toolkit for the production trading system including configuration management, process management, deployment, monitoring, data collection, and analysis.
  • Troubleshooting production trading issues, improving trading desk processes.
  • Proficiency in (or ability to learn about) quant trading efforts, exchange trading setups, and any trading-related areas.
  • Should own and take responsibility for team-wide projects beyond day-to-day trading coverage.
  • Other duties as assigned or needed.

Skills You’ll Need:

  • Interest in cryptocurrencies and an understanding of the various currencies, exchanges, etc. is preferred.
  • Comfortable with Python and the ability to write and understand simple to moderate scripts.
  • Familiarity with a Linux environment.
  • Ability to successfully manage multiple tasks in a fast-paced environment.
  • Excellent English communication skills, both written and oral.
  • Demonstrated ability to exercise discretion in making decisions.
  • Aptitude and preference for working in a highly collaborative environment.
  • At least 3+ years trading experience.
  • Reliable and predictable availability.