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 .

Junior Web3 R&D Analyst, OneSavie Lab

Aift · Taipei, Taiwan

Job Overview

We are looking for a Junior Web3 Research Analyst to support our team in assessing cybersecurity risks and providing consulting services for centralized wallet solutions and related technologies. In this role, you will analyze security vulnerabilities, assist in developing risk mitigation strategies, and contribute to client-focused research on Web3 and cybersecurity trends. This is an excellent opportunity to grow your expertise in Web3 security while working with a dynamic team of professionals. 

 

Location 

Taipei, Taiwan

 

Responsibilities 

  • Conduct research and analysis on security risks related to centralized wallets, custody solutions, and other Web3 technologies. 
  • Assist in performing security assessments and identifying vulnerabilities in Web3 infrastructure. 
  • Support wallet security and cybersecurity consulting projects by providing technical insights and recommendations for clients. 
  • Help create clear and concise reports, presentations, and whitepapers on cybersecurity and wallet security topics. 
  • Stay updated on emerging Web3 security trends, best practices, and threat landscapes. 
  • Collaborate with internal teams and external partners to deliver high-quality consulting services. 

 

Requirements 

  • Bachelor’s degree in computer science, cybersecurity, or a related field (or equivalent practical experience). 
  • Basic understanding of Web3 technologies, including centralized wallets, blockchain fundamentals, and cryptocurrency ecosystems. 
  • Strong analytical and problem-solving skills with an ability to learn quickly. 
  • Excellent written and verbal communication skills, with a focus on delivering clear and actionable insights. 
  • Team player with a collaborative mindset and attention to detail. 

 

Plus 

  • 1-2 years of experience in cybersecurity, IT security, or a related field (internship experience is also considered). 
  • Passion for Web3 technologies and a proactive attitude toward learning. 

 

Interview Process 

  • HR Phone Interview 
  • 1st online interview: 1 hour meeting with the Hiring team
  • 2nd online interview: 30 mins to 1 hour meeting with the Hiring Manager

 

If you have any questions or would like to discuss this position further, please feel free to reach out.