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 .

Technical Evangelist

Lovable · San Francisco

Why Lovable?

Lovable lets anyone and everyone build software with any language. From solopreneurs to Fortune 100 teams, millions of people use Lovable to transform raw ideas into real products - fast.

We are at the forefront of a foundational shift in software creation, which means you have an unprecedented opportunity to change the way the digital world works. Over 2 million people in 200+ countries already use Lovable to launch businesses, automate work, and bring their ideas to life. And we’re just getting started.

We’re a small, talent-dense team building a generation-defining company from Stockholm. We value extreme ownership, high velocity and low-ego collaboration. We seek out people who care deeply, ship fast, and are eager to make a dent in the world.

Technical Evangelist

Location: SF, Stockholm

The Role

We’re looking for a Technical Evangelist who lives at the intersection of code, community, and creativity. You’ll be one of the most public faces of Lovable — building with the product, showing what’s possible, and helping developers fall in love with it.

This is not a “marketing engineer” role. You will ship real things, write real code, and teach by example.

What You’ll Do

  • Build compelling demos, prototypes, and real-world projects using Lovable

  • Create technical content: videos, social posts, tutorials, sample apps, and talks

  • Engage directly with builders via Discord, GitHub, Twitter/X, events, and meetups

  • Speak at conferences, hackathons, and community events (IRL & online)

  • Partner with Product & Engineering to influence roadmap based on user feedback

  • Help shape the voice, tone, and technical narrative of Lovable

  • Be a trusted technical guide for everyone from tire-kickers to power users

  • Travel frequently (approximately once per month)

What We’re Looking For

  • Strong hands-on engineering background (frontend, backend, or full-stack)

  • Comfort building demos quickly and explaining why things work, not just how

  • Excellent technical communication skills — writing, speaking, and teaching

  • Deep empathy for developers and how they actually build

  • Curiosity, creativity, and a bias toward shipping

  • Experience with dev tools, platforms, or APIs

Bonus Points

  • Open source contributions or personal projects people actually use

  • Prior experience as an engineer or DevRel

  • Experience speaking at conferences or running workshops

  • Strong presence in developer communities

About your application

  • Please submit your application in English - it’s our company language so you’ll be speaking lots of it if you join

  • We treat all candidates equally - if you’re interested please apply through our careers portal

Lovable provides equal employment opportunities to applicants and employees without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, or disability.