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 .

Sales Development Representative

Grepr · San Francisco

We’re hiring a Founding SDR to join an early-stage, high-growth AI / Observability pipeline company that’s building a category-defining platform used by modern engineering teams.

This is a rare opportunity to join early in the GTM build, with massive inbound signal, real product-market fit, and a clear path to Account Executive.

About the company

• Seed funded ($9M+) backed by a16z and Boldstart Ventures.

• Experienced executive team with multiple exits with growth companies (AppDynamics, New Relic, Splunk, etc.)

• Built the only Industry-leading Telemetry Pipeline Pattern Recognition solution with customers such as 7 eleven, Heartflow, Envoy, siteimprove.com and many others.

• Customers range from high-growth startups to global enterprise

• 95% of users that trial the solution convert to customers since there is a strong ROI and value.

• Technical, high-intellect buyer persona (VP of Engineering, CIO, CTO, VP of Reliability, VP of Platform).

The role

• Generate qualified meetings through inbound + outbound prospecting using Cutting Edge AI techniques (Claude, Clay, Apollo, Heyreach, Linkedin).

• Engage technical decision-makers (Observability & Engineering leaders)

• Research accounts and craft thoughtful, personalized outreach

• Partner closely with CRO on pipeline development

• Maintain strong CRM discipline (HubSpot)

• Learn a genuinely technical product and articulate value clearly

What we’re looking for

• 1–3 years SDR / BDR experience (B2B SaaS selling to Devops or engineering teams Preferred)

• Comfortable speaking with technical stakeholders

• Strong communication skills (written + verbal)

• High activity, resilience, strong follow-through

• Curiosity and ability to learn complex concepts

• AI Data / dev tools / technical product exposure = strong plus

• Metrics driven and goal oriented (weekly, daily, monthly, annually)

Why this role stands out

• Massive TAM (not a cold-start SDR seat) Grepr coexists with leading observability platforms such as; Datadog, Splunk, New Relic, etc.

• Technical product with strong market credibility that solves business problems

• Clear performance-based path to Account Executive

• Early equity participation

• High-growth environment with real career acceleration

If you’re looking to sell something genuinely technical, with real momentum and upside, let’s talk.