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 Engineer (React Native/Node.js)

Maxrewards · Atlanta

About Us

MaxRewards helps 800K+ members manage their credit cards and maximize their rewards. We're an early-stage fintech startup with strong growth momentum and a lean, fast-moving engineering team.

The Role

You'll own quality across our React Native mobile app and Node.js backend—manually testing complex workflows, reviewing PRs, managing releases, and writing changelogs. You will report to a Staff Engineer and will be the primary QA voice on the team.

We ship fast. Features go from spec to production in days. You'll be expected to move quickly without cutting corners, context-switch constantly, and contribute meaningfully within your first two weeks.

What You'll Do

  • Review PRs with a risk-based lens—deep scrutiny on critical workflows like account syncing and payments and lighter touch on UI and niche functionality changes

  • Compile, run, and debug applications locally using emulators and simulators

  • Execute manual testing for new features, bug fixes, and improvements across iOS, Android, browser extensions, and backend APIs

  • Document bugs with clear reproduction steps and severity assessments, collecting device and crash logs using console output, Android Debug Bridge (ADB), and Xcode

  • Extensively leverage AI tools to accelerate test case generation and edge case discovery

  • Own the release process: coordinate builds, manage app store submissions, and communicate go/no-go

  • Write and maintain changelogs, translating technical changes into clear member-facing language

  • Contribute to automated testing as you grow in the role

Required Qualifications

  • 1–3 years of QA experience with strong manual testing fundamentals

  • Experience testing mobile apps (iOS and Android) and REST APIs, including proficiency with local simulators/emulators and debugging tools like ADB and Xcode

  • Instinctive risk judgment—you know which changes need scrutiny without being told

  • Exceptional attention to detail—you catch what engineers miss

  • Basic JavaScript/TypeScript understanding

  • Interest in personal finance or credit card optimization

Nice to Have

  • Experience owning or coordinating app release processes

  • React Native/Expo experience

  • Exposure to AI testing tools

  • Automation framework experience

  • Early-stage startup background

This Role Is NOT for You If...

  • You test every PR with the same level of scrutiny regardless of risk

  • You need someone else to identify what's high-risk

  • You need days to write a bug report or process to do your best work

  • You're not comfortable being the only QA voice in the room

Compensation & Benefits

  • $75K–$95K base salary + 0.1%–0.2% equity

  • Up to 100% employer-paid health, dental, and vision insurance

  • 401(k) with 100% match up to 6% (after 1 year)

  • Clear growth path to Senior QA Engineer

If you catch what others miss and move fast without cutting corners—we'd love to hear from you.