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 .

Staff Frontend Software Engineer

Dynamic · US Timezones

Staff Frontend Software Engineer

Dynamic started with a simple vision: every app and website will have a wallet. Three years in, that vision is no longer just an idea. It’s happening now. Wallets are no longer just for crypto apps. They’re becoming the backbone of fintech, payroll, and global remittances. They power faster, cheaper, and more accessible transactions. The best crypto apps, like Ondo Finance, Story, and Magic Eden already run on Dynamic. Now, the world’s top fintech and HR platforms are integrating wallets and payments through Dynamic, tapping into crypto rails. We are at a pivotal moment as we scale from supporting leading crypto apps to becoming the wallet infrastructure of the internet.

Why join Dynamic now?

  • Own the next wave of apps and fintechs: Your work will directly impact how the world’s biggest fintech players adopt wallets and stablecoin payments.

  • Join at the perfect moment: We’re scaling fast, but still early enough that your contributions will define our trajectory.

  • Build the foundation of modern money: Backed by a16z crypto, Founders Fund, and other top investors, we’re making money more connected across chains and ecosystems.

Our product:

Check out a product demo here

What we are looking for:

As a Staff Frontend Software Engineer at Dynamic, you’ll play a pivotal role in building developer-facing SDKs and user-facing applications that enable seamless wallet integrations. You’ll work closely with product, design, and backend teams to craft high-quality frontend architecture and tools that are performant, reliable, and intuitive.

This role is perfect for someone who enjoys owning frontend systems end-to-end, collaborating across teams, and engaging directly with developers. You’ll work primarily with React and JavaScript/TypeScript, and contribute to shaping the future of how wallets are built into applications across fintech and Web3.

The anticipated U.S. base salary range for this full-time position is $180,000–$220,000 for candidates located in the NY/Bay Area. In addition to base compensation, we offer a comprehensive total rewards package that includes equity and a competitive benefits program.

Actual base salary will be determined based on a variety of factors, including the scope and responsibilities of the role, required skills and experience, and your geographic location. Salary ranges are reviewed annually and may be adjusted based on market trends and internal equity. Offers are made within the applicable range at the time of hiring.


You will be a fantastic fit for this role if:

  • You have 7 to 10+ years of frontend engineering experience, with a strong focus on production-grade React applications and JavaScript SDKs

  • You’ve architected and scaled complex frontend systems with a focus on performance, reliability, and maintainability

  • You’re highly proficient in React, TypeScript, and modern frontend tooling and patterns

  • You’ve worked directly with developer tools or SDKs and enjoy supporting other engineers through great documentation and tooling

  • You have strong product sense and can navigate ambiguity to deliver features end-to-end in close collaboration with product and design

  • You’ve contributed to full-stack systems, APIs, or infrastructure, and are comfortable working across the stack when needed

  • You communicate clearly, thrive in async and remote-first environments, and enjoy small, fast-moving teams

  • You’re excited about Web3 and identity technologies, and passionate about building foundational tools for developers

Nice to Haves:

  • 2 to 3 years of experience building in the Web3 space for a notable Web3 company

  • You’re excited about Web3 and fintech, and want to work on infrastructure used by millions of users‍

  • You are located close to NYC, SF, Chicago, or Floripa (Brazil)

You will:

  • Lead the design and implement scalable frontend architecture and SDKs in React/TypeScript

  • Optimize complex JavaScript applications for performance, reliability, and bundle size

  • Contribute across the stack as needed, including APIs (Node.js), infrastructure (CDK), and data

  • Work directly with customers and developers to support usage of Dynamic’s SDKs in production

  • Shape the long-term vision and roadmap for Dynamic’s frontend and SDK platforms

  • Receive competitive compensation, equity, and full benefits