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 .

Associate Network Platform Engineer

Turtlerockstudios · Irvine, CA

At Turtle Rock, we make the games we want to play. We're dedicated to providing a collaborative environment where our team members feel empowered with the creative freedom to contribute and grow. While we are based in Orange County, CA, we support flexible work arrangements ranging from in-studio, hybrid, to fully remote throughout North America. Join our award-winning game development team and help create our next hit title.

We are looking for an Associate Network Platform Engineer to join our team and help support the online infrastructure behind our next hit AAA title. In this role, you’ll work alongside experienced engineers to build, maintain, and operate backend services for large-scale online multiplayer games. You will assist in developing services and APIs used directly by the game, as well as tools and systems that support our online game infrastructure.
This is a great opportunity for an early-career engineer who is excited to learn, grow, and contribute to live game systems.

Responsibilities

  • Assist in building and maintaining distributed backend systems, both player-facing and internal
  • Support the deployment, monitoring, and troubleshooting of online services
  • Help integrate external APIs, including platform first parties and infrastructure providers
  • Participate in investigating performance, reliability, and cost-related issues
  • Contribute to documentation and operational best practices for networked systems
  • Collaborate closely with senior engineers, production, and other disciplines
  • Play the game and help identify real-world service and connectivity issues

Requirements

  • Strong communication skills and the ability to work effectively in a team environment
  • Foundational experience with server-side or backend programming concepts
  • Exposure to concurrent or asynchronous programming in a managed language
    • We primarily use Kotlin, but JVM experience is not required—tell us about the backend languages and tools you’ve worked with
  • Familiarity with databases or data storage technologies (relational or NoSQL)
  • Basic understanding of API design and the tradeoffs between performance and persistence
  • Experience or coursework involving automation, scripting, deployment, or monitoring tools
  • Comfortable working at a Linux command line
  • A willingness to learn, ask questions, and grow into larger ownership over time

Preferences

  • Interest in or exposure to game development or online multiplayer systems
  • Familiarity with gaming platforms such as Xbox Live, Steamworks, or PlayStation Network
  • Introductory experience with cloud platforms (AWS, Azure, GCP, etc.)
  • Exposure to infrastructure-as-code tools (Terraform, CloudFormation, or similar)
  • Experience collaborating with or supporting a network or operations team
  • Internships, personal projects, or academic work involving networking, backend systems, or distributed services

Benefits

Some of the benefits and perks our employees get to enjoy, include:

  • 100% Medical, Dental, Vision Coverage for you and your family
  • 401k Matching
  • Student Loan Repayment Plan / College Savings Plan
  • Career Improvement Plan
  • Flexible Work Arrangements - In-House, Hybrid, and Remote
  • Generous Time Off Policy
  • Company Events - In-Person + Virtual Events
  • Fully Stocked Kitchen + Sponsored Food Trucks

The estimated base pay range for this role is: $70,000 - $110,000

We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.