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 .

Senior Software Engineer

Capitalize · New York City

About Us:

Capitalize is a mission-driven company solving critical problems in the $20 trillion retirement savings market with delightful products, scalable technology, and a world-class team.

At our core, we’re modernizing the $1 trillion in retirement account transfers (401(k) rollovers) that happen annually and currently involve manual, paper-based processes. By doing so, we’re helping the almost 20 million Americans who change jobs each year with a 401(k) do the right thing with their assets rather than lose them to fees and taxes.

Our Enterprise offering includes a full suite of enterprise-grade APIs used by leading financial institutions to help their users find and transfer retirement accounts as part of their core funding flows. Our Consumer offering helps individuals digitally locate forgotten 401(k)s and consolidate them into one of our brand-name financial partners.  

We’ve raised $35mm from leading venture capital investors including RRE Ventures, Canapi Ventures, Greycroft, and others, and we’ve been recognized as one of TIME’s 100 Best Inventions and by Forbes as one of the Top 50 Fintech Companies in the US.

What You'll Do:

As a Senior Software Engineer at Capitalize, your work will be instrumental in our efforts to help more people gain control of their retirement savings. We’re looking for someone with strong back-end development experience to join us in building the APIs and infrastructure to power our platform. 

In your day-to-day, you will create meaningful product functionality, execute on testing new ideas, handle development on new product initiatives, design and build APIs, touch data processes, and enhance other internal functions that drive our business forward and enable us on our mission. We are a small, fast-paced team, and collaborate frequently on what is created (from Figma to deployment), and ownership is a key driving factor for our engineers.

If you have experience in early-stage startups, thrive in cross-functional environments, and enjoy working on initiatives that people interact with daily, we’d love to hear from you!

What You'll Bring: 

  • 6+ years of experience in a software engineering role
  • Expertise in backend technologies, specifically using modern Java and JPA
  • Strong knowledge of relational databases and/or NoSQL databases
  • Experience with monitoring solutions, and troubleshooting best practices
  • Effective independent contribution, with a sense of ownership, and a proactive mindset
  • Experience working on products with rapid feature development, including fast iterations and tight feedback loops during QA processes
  • Desire to take on growth-oriented initiatives outside of core feature work
  • Experience with continuous integration/continuous delivery (CI/CD) pipelines

Bonus Points For: 

  • Devops or cloud development 
  • Efficiently scaling up systems and processes
  • Typescript, Node

Benefits We Offer:

  • Competitive compensation and equity in the company
  • Medical, dental, and vision insurance, with 100% premium covered for staff and 50% for dependents
  • 401k plan access
  • Unlimited paid time off
  • 12 weeks of fully-paid parental leave

Compensation range: Senior Software Engineer: $160-180k

Note: This role is hybrid based in NYC, with a requirement of at least 3 days in-office.

We’re a mission-driven company focused on doing what’s right - for our customers and for our team. That means assembling a group of diverse, hardworking people who want to be their best in a setting that’s open and inclusive for all. We’re committed to diversity in both measurable terms (e.g. gender, race) and across other dimensions like skill sets and experiences. We believe that a diverse, equitable and inclusive company enriches our professional and personal lives. If that speaks to you, we want to meet you. Come help us build!