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 Engineer | Crypto

Jumpcrypto · London

 

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.

 

What You'll Do:

As a Software Engineer at Jump Crypto, you will collaborate extensively with traders, quantitative researchers and technologists to evolve, improve, and maintain all elements of the trading infrastructure, including feeds, gateways and strategies. The ideal candidate will be passionate about development and able to solve difficult technical problems in a fast-paced and energetic environment. In this role, a candidate can expect exposure to a wide range of interesting and challenging technical problems involving high performance computing, software design, big data and will gain understanding of trading on centralized and decentralized exchanges. Most problems require high-availability, high-throughput and low latency solutions. There may be other duties as assigned as well. The trading team sees technology as a key component of their continued success and candidates will be exposed to cool cutting edge technologies in the fast-evolving crypto space.

 

Skills You'll Need:

  • At least 3+ years of strong C++ development experience in a Linux environment, with an understanding of templates and both low level and high-level optimization
  • Self-directed and comfortable taking ownership of projects and responsibilities, strong work ethic
  • Understanding of computer systems (operating systems, networks) and how to leverage that knowledge to build and debug high performance distributed systems
  • Experience in creating and debugging multi-threaded applications
  • Desire to work within a collaborative, team-driven environment
  • Ability to successfully manage multiple tasks in a fast-paced environment
  • Reliable and predictable availability

 

Bonus Points:

  • Exposure to Python or a willingness to quickly become proficient
  • Cloud infrastructure experience (AWS) and familiarity with internet protocols WS, HTTP
  • Interest in cryptocurrencies and experience with trading or execution systems

 

 


Benefits include:

  • Medical, dental and vision insurance
  • Group Term Life and AD&D Insurance
  • Paid vacation
  • Retirement plan with employer match
  • Paid parental leave
  • Wellness Programs