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 .

Principal Software Engineer — Trade & Blockchain

Grvt · Singapore

What You’ll Do

  • Write and own substantial amounts of production code in the most complex, high-risk, and business-critical areas of the platform.

  • Take end-to-end ownership of system behavior in production, especially under failure, stress, or adversarial conditions.

  • Operate confidently in ambiguous problem spaces, defining constraints, risks, and execution paths when clarity does not yet exist.

  • Anticipate and neutralize systemic technical, operational, and product risks through careful design, invariants, and operational discipline.

  • Simplify complex systems by eliminating accidental complexity, unsafe patterns, and brittle abstractions.

  • Set technical direction primarily through reference implementations, durable abstractions, and sustained ownership of core systems.

  • Act as one of the strongest technical coaches on the team through high-signal code reviews, design discussions, and example.

  • Influence product and technical decisions by deeply understanding system behavior, user incentives, and long-term trade-offs.

  • Participate actively in incident response, and ensure durable improvements through root-cause analysis and follow-through.

  • Raise the bar for correctness, reliability, and operability by making the right designs and behaviors the default for others.

What We’re Looking For

We’re looking for exceptional individual contributors who consistently demonstrate strong performance across our core competencies, and who provide outsized leverage through a small number of exceptional strengths.

In particular, you should have:

  • A track record of owning and evolving complex, production-critical systems.

  • Exceptional engineering judgment in ambiguous, high-risk, or adversarial environments.

  • Deep comfort reasoning about failure modes, edge cases, and second- or third-order effects.

  • Strong operational ownership, including designing for observability, safe failure, and recoverability.

  • The ability to simplify complex systems without losing essential correctness or safety.

  • A demonstrated ability to influence others through code quality, design clarity, and technical credibility.

  • Clear, precise communication, especially when articulating risks, trade-offs, and system behavior.

Nice to Have

  • Deep domain expertise in trading systems, exchange mechanics, or financial infrastructure.

  • Expertise in one or more high-leverage areas such as:

    • reliability and operational excellence

    • adversarial or incentive-aware system design

    • architectural simplification and technical leverage

    • deterministic, performance-sensitive, or event-driven systems

  • Experience operating systems under significant load, stress, or real-world failure scenarios.

This Role Is Not a Fit If

  • You prefer narrowly scoped work with clearly defined requirements.

  • You are uncomfortable owning ambiguous, high-risk problems end-to-end.

  • You avoid deep production ownership or incident responsibility.

  • You prefer influencing through authority or process rather than through technical leadership.

  • You are not interested in remaining deeply hands-on as an individual contributor.

How Success Is Measured

Success in this role is measured by:

  • The long-term correctness, stability, and clarity of the systems you anchor.

  • Reduction of systemic risk and classes of failure over time.

  • How much easier it becomes for others to do the right thing because of your work.

  • The degree to which your technical judgment is trusted on the hardest problems.

Final Note

Principal Engineers here are not managers and not detached architects.
They are exceptional ICs who take responsibility for the hardest problems and make the organization meaningfully stronger by doing the work that only they can do.