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 .

Growth Lead

Membrane · Remote

About Membrane

Membrane is an AI for product integrations. A suite of tools that les developers & MK build native integrations in minutes instead of weeks. We're pioneering "self-integrating software" — where AI agents can autonomously create their own integrations rather than relying on pre-built connectors. We've raised $10M from investors including IA Ventures, Crew Capital, Seedcamp, Cortical Ventures and the founders of DataRobot and UiPath and several high-profile angels.

The Role

We're looking for a Growth Lead to own the levers that turn awareness into adoption. You'll work across the full funnel, from how our ICP discovers us to how they convert from trial to paid. This is a high-autonomy role where you'll own outcomes, not just activities.

You'll work directly with our two co-founders (Daniil and Horia) and Liliya, our other Growth Manager.

What You'll Do

Promotional Launches & Social Media

  • Plan and execute launches across Product Hunt, Hacker News, developer communities, and social

  • Coordinate cross-functional efforts (product, engineering, marketing) around releases

  • Build repeatable playbooks for different launch types and channels

  • Plan and execute weekly social media posts (Linkedin, Twitter)

Trial & Conversion Optimization

  • Own the funnel from signup to paid conversion

  • Run experiments on onboarding flows, activation triggers, and upgrade paths

  • Identify and fix drop-off points with data and user research

Website & Landing Pages

  • Create and iterate on landing pages for different segments and use cases

  • Work on website content, messaging, and conversion optimization

  • Collaborate with design/engineering on page builds and A/B tests

Generative Engine Optimization (GEO) & Content

  • Develop content strategy that positions Membrane where developers are looking for integration solutions

  • Optimize our presence across AI-powered search and discovery (ChatGPT, Perplexity, Claude, etc.)

You Might Be a Fit If You...

  • Have 5+ years in growth, demand gen, or product marketing — ideally at a dev tools or B2B SaaS company

  • Understand how developers discover and evaluate tools

  • Are comfortable with both strategy and execution — you'll plan campaigns and write the copy

  • Have strong instincts for what converts and can back it up with data

  • Move fast and aren't precious about testing scrappy ideas before polishing

  • Can write clearly for a technical audience without sounding like marketing

Nice to Have

  • Product marketing background

  • Minimal Experience with GEO/AI search optimization

  • Familiarity with the API/integration space

  • Track record of successful Product Hunt or community-driven launches

  • Basic technical literacy (APIs, how developers work)

Why Membrane

  • Early-stage, high-impact role at a well-funded startup

  • Work on a genuinely novel category (self-integration technology)

  • Small team, no bureaucracy, direct access to leadership

  • Competitive comp + equity

  • Flexible remote working policy