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 Backend Engineer

Kovo · United States

Join an early-stage startup.
Accelerate economic opportunity.

Join us as a Backend Engineer to build and scale the infrastructure that powers financial access for millions of underserved Americans. This role is for you if you want to own critical systems end-to-end and care deeply about performance, reliability, and scalability. You'll be expected to aggressively leverage AI-assisted development tools to dramatically accelerate your output and maximize impact, all while maintaining strong code quality and system reliability.

About us

  • Kovo is expanding access to financial tools for people historically excluded from the traditional credit system. We believe everyone deserves the opportunity for economic independence, and we’re building products that help people establish financial identity and unlock opportunity.

  • Over the past three years, Kovo has grown revenue 20x while maintaining exceptional capital efficiency. We rank above the 99th percentile in revenue-per-employee benchmarks, reflecting the leverage of a small, high-performing team.

  • The team combines the ambition of a venture-scale company with the discipline of a profitable business. We reached positive free cash flow early in our lifecycle, allowing us to grow with less dilution and focus on building for the long term.

  • Kovo is backed by Inspired Capital and Homebrew, along with founders and leaders from Plaid, Column, Ramp, Affirm, Cash App, NerdWallet, Alloy, MoonPay, Uber, Etsy, LendingClub, and more. We’re looking for exceptional people to help us scale the company another 20x and beyond.

Why you might be excited about us

  • Direct impact on millions of people’s ability to access credit

  • High ownership with minimal bureaucracy

  • Speed, learning, and impact are core values

Why you might not be excited about us

  • Roles and priorities evolve quickly

  • Some systems and processes are still being built

  • The pace of execution and career growth is intense (not optimized for work-life balance)

About the role

Engineering at Kovo is evolving quickly. You will own problems end-to-end, deliver a lot of high-quality code, dig into data, make product decisions, and iterate quickly in production.

Our core stack is Node (TypeScript) on AWS and React (NextJS) on Vercel.

What you'll do

  • Own backend systems and infrastructure end-to-end, from design through deployment and scaling

  • Build performant, reliable APIs and services that power our financial products

  • Design and implement scalable architectures on AWS using Node (TypeScript)

  • Make pragmatic tradeoffs between speed, reliability, scalability, and maintainability

  • Ship production code frequently while maintaining high quality standards

  • Help establish technical patterns and best practices for the engineering team

  • Interface effectively with product engineers and other stakeholders

About you

Systems-oriented mindset

  • Care deeply about performance, reliability, and scalability

  • Motivated by ownership and accountability for system outcomes

  • Think critically about architectural decisions and their long-term implications

  • Thrive in ambiguity and are comfortable making technical decisions with incomplete information

  • Self-starter who can work independently and drive projects to completion

Focused on shipping high-quality systems fast - however it gets done

  • Comfortable in a high-intensity role and seeking an ambitious workload

  • Strong sense of ownership and willingness to deliver on tight deadlines. This takes many of our engineers more than 50 hours a week

  • Believe software engineering is evolving from writing code to orchestrating AI agents and are excited by this because it force-multiplies your output and impact

  • Embrace AI generation of code and workflow improvements while maintaining high quality

  • Hate AI slop and care about code quality and system reliability

Relevant experience

  • 5+ years or equivalent depth of experience in professional software engineering, with significant backend focus

  • Experience building and scaling production systems with Node and AWS

  • Proficient with TypeScript (bonus)

  • Track record of delivering reliable, performant systems at scale