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 .

Founding Agentic GTM Operator

Rhythms · San Francisco

About Rhythms

Rhythms is building the AI that helps you run your business autonomously. Founded by the team behind Ally.io (acquired by Microsoft), backed by GreenOaks, Madrona, and Accel—earning GeekWire’s Deal of the Year and recognized among the top AI innovators of 2025. Already running inside Fortune 100 enterprises, regional health systems, and global logistics companies.

AI agents execute proven playbooks, track progress across every system, surface risks before they land, and eliminate the manual overhead that slows organizations down. Built on multi-agent AI architecture, our platform integrates with Slack, Teams, Jira, and Linear—so the operational layer just works.

The role

You’ll be Rhythms’ first GTM hire. The job is to build a self-improving GTM AI engine that multiplies growth and gets better with every cycle—and eventually build it directly into Rhythms itself.

This is a hands-on, builder-first role. You’ll deploy AI agents that directly drive revenue—finding the right buyers, converting them, improving without someone running them. You are the operator and the engineer. You identify the workflow, architect the agent, ship it to production, and own what happens after.

What you’ll do

  • Build agentic content pipelines that produce, distribute, and optimize across blog, email, LinkedIn, and events—systems that run and improve, not campaigns you manage.

  • Set the quality bar—the systems produce at volume, you make sure every output expresses the Rhythms narrative.

  • Build agents that run the GTM motion autonomously—outreach, enrichment, sequencing, signal detection—architected to improve on their own, not just execute once. The measure: pipeline generated, not tasks completed.

  • Eventually build GTM functionality directly inside Rhythms—use the product to grow the product, in ways no customer yet has.

What we’re looking for

  • You understand GTM deeply—which workflows are worth automating, what good output looks like, and what moves pipeline. Content, campaigns, demand gen, sales enablement.

  • You’re fluent across the modern AI stack—LLMs, agents, orchestration, evals—and have strong opinions on when to use what.

  • You’ve shipped things that ran on their own and improved over time—whether that’s agents, automations, or systems. You know the difference between a demo and something production-ready.

  • You experiment fast and cheap—you’d rather run ten quick tests than perfect one system before launching it.

  • You operate like a founder—you see what needs to move, make the call, and own the outcome. No brief, no manager, no approval chain.

  • You measure yourself on pipeline and revenue—not content volume or tasks completed.

  • You don’t wait to see what AI can do—you’re already doing it and can’t imagine going back.

What you’ll get

  • The founding GTM operator role at an AI company with enterprise traction, backed by GreenOaks, Madrona, and Accel

  • Direct partnership with serial entrepreneurs with multiple exits—including Ally.io, acquired by Microsoft

  • The chance to build GTM functionality directly inside Rhythms—use the product to grow the product

  • Unlimited AI token usage—every model and platform you need to build

  • Competitive salary, meaningful early-stage equity, top-tier health benefits, 401k with match, and flexible vacation policy