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 .

Founder's Associate Intern

Zauber · Berlin

🌍 About Zauber

After co-founding and scaling Forto to over $600M in funding, I took a step back to reflect on what’s still broken in global logistics. The answer was clear: it’s still a human-first, spreadsheet-heavy industry, full of repetitive processes and broken system interoperability.

With the rise of AI agents, we now have the tools to rethink that from the ground up. Zauber builds autonomous agents for the global logistics industry, AI workers that handle operational tasks, talk to systems and humans alike, and get better every day.

🚢 We're already live with global logistics leaders in Europe and Asia

💰 Backed by one of Europe's top early-stage funds

📈 Growing fast and hiring exceptional engineers to join early

Now, we're hiring a Founder's Associate Intern helping us grow and bring Zauber to the next stage.

🧠 What You’ll Do

You will be a core part of a small and fast-moving team. This is a hands-on, high-ownership role where you will help us scale both product and company operations while learning directly from experienced operators and founders along the way.

  • Build and manage internal systems like our website and tooling

  • Lead recruiting efforts and support onboarding of new team members

  • Support go-to-market initiatives and help bring our agents to customers

  • Identify and secure grant and non-dilutive funding opportunities

  • Tackle whatever challenge moves the company forward

👤 You Might Be a Fit If You...

  • Enjoy solving a wide range of problems in dynamic environments

  • Are curious about startups, AI, and how companies are built

  • Take full ownership and pride in execution

  • Are able to switch between big-picture thinking and detailed execution

  • Aspire to build something meaningful and potentially start your own company

🛠 What You Bring

  • Experience in generalist roles, ideally in early-stage or high-agency environments

  • A somewhat technical background or strong intuition for AI and software

  • Strong communication skills in both German and English

  • High integrity, strong work ethic, and a sense of urgency

📍 Location & Logistics

  • Berlin office preferred

  • Start: April / May (> 3 months)

  • Compensation: 2,250€ per month

💼 What We Offer

  • A role with real responsibility from day one

  • A close-knit team that values action, clarity, and customer impact

  • Access to experienced operators and strong mentorship

  • The chance to shape one of Europe’s most ambitious AI startups

🚀 Why Now

Logistics is one of the world’s largest industries but remains largely untouched by intelligent automation. Legacy systems, manual processes, and fragmented workflows make it one of the most fertile grounds for AI transformation.

This is your opportunity to learn company building by doing. You will not be a passive observer but an active driver of what gets built and how we grow.

If that excites you, we would love to hear from you.

🇪🇺 Building from Europe

What drives us personally is the belief that Europe’s long-term prosperity and sovereignty depend on a strong economic engine. We need more AI product-first European global champions on the world stage.

Our mission is to build one of the biggest automation companies in the world - from Europe. While our HQ will be in Europe, we will relentlessly benchmark ourselves with the best globally and sell internationally from the beginning.