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 .

QA Analyst (Entry Level)

Proofofplay · United States

QA Analyst

Remote | Contract
PST-friendly hours preferred (or happy to flex!)

We are a Series A company filled with veteran game developers and entrepreneurs creating mobile games that utilize blockchain technology to create an active player marketplace. Our vision is simple: we want to work together to create generation-defining games that fundamentally grant power and ownership to the players who play them.

Our team has decades of experience building games at the scale of 100M+ players. Our team hails from Epic Games, Zynga, EA, Riot, Scopely, THQ and Activision, where we led $1b+ franchises like FarmVille and League of Legends. We’ve also been active as founders and investors in crypto since 2013 and are backed by world-class investors, like a16z.

We are a fully remote company, built on a foundation of clear communication, respect, and collaboration. Your expertise can make a lasting impact here at Proof of Play and we’d love to connect with you and learn more.

About the Role
Love finding bugs almost as much as playing games? We’re on the hunt for an entry-level QA Analyst to help us keep our mobile game running smoothly and feeling great for players. You’ll be jumping into builds, testing new features, poking at edge cases, and making sure everything ships in top shape.


This role is perfect for someone early in their career who’s excited about mobile games (bonus points for auto-RPGs), has strong attention to detail, and wants to grow their QA skills in a live game environment.

What You'll Be Doing

Play (and break) the game across iOS and Android
Test new features, events, and content updates before they go live
Hunt down bugs through test cases and exploratory testing

  • Log clear, actionable bug reports using tools like Jira or Linear

  • Verify fixes and help with regression testing before releases

  • Work closely with designers, engineers, and production to improve quality

  • Think like a player and share feedback on gameplay, UX, and overall feel

  • Help keep QA docs and test cases organized and up to date

What You'll Bring

Must-Haves
• Around 0–2 years of experience in QA, Community Management, or software development
(professional, internship, or hands-on experience all count!)
• Great attention to detail and strong written communication
• Genuine interest in mobile games
• Comfortable working remotely with a distributed team
• Able to work PST hours or flexible enough to overlap regularly

Nice-to-Haves
Passion for mobile games, auto-RPGs, or live service games
Experience using Jira, Linear, or similar bug-tracking tools

  • Familiarity with test cases and QA workflows

  • Basic understanding of game dev or software development processes

  • Background in community support or player-facing roles (you know how players think )

Why You’ll Love It Here

  • Work on a real, live mobile game with real players

  • Fully remote with flexible scheduling

  • Learn and grow alongside a supportive, collaborative team

  • Get hands-on experience in game QA and development workflows

  • Be a key part of making the game better every single release