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 .

Sr. Full-Stack React/Java Developer

Liaisoninternational · Hybrid

At Liaison, we’ve helped higher education institutions build better, more diverse classes for three decades. You may recognize us as the company behind the Centralized Application Service (CAS), Enrollment Marketing services and platform (EMP), SlideRoom, Time2Track, TargetX (CRM) and Othot.

Everything we do is focused on taking that proven success and expanding its scope and scale. Over 31,000 programs on more than 1,000 campuses see us as a forward-thinking partner integral to meeting their total enrollment goals — and we’re building the data- and mission-driven team that will reinforce our role for decades to come.

As a core member of the Software Development team, the full stack software developer has experience leading a scrum team.  This experienced developer will have primarily responsible for the design and development of software solutions to build and optimize highly scalable, web‐based multi‐tenant applications used by national educational associations and institutions of higher learning including numerous colleges and universities. 

Responsibilities:

  • Design and develop enterprise grade, high‐volume web applications platforms and state of the art technical solutions leveraging Java and JEE platform technologies.
  • Participate in design discussions and solution design sessions with product management and software development teams to shape new product features and platform capabilities.
  • Develop and support REST APIs and business logic using Java, Spring, Hibernate/Spring JPA and SQL Server.
  • Develop and support web user interfaces using JavaScript Frameworks, e.g. Angular, React.
  • Contribute to evaluation, prototyping and selection of software solutions that will improve our technology infrastructure.
  • Make recommendations to enhance the performance and scalability of our flagship products.
  • Develop unit tests and API integration tests to maximize code coverage in accordance with the software test pyramid.
  • Apply Test Driven Development practices and software quality measurement tools to the improve quality of delivered software.
  • Foster and support a culture of innovation and excellence in the engineering organization.

Position Requirements:

  • Bachelor's degree in Computer Science, Management Information Systems, Engineering or an IT related discipline, or its equivalent plus 3 years of related experience.
  • Very high proficiency with server-side Enterprise Java (8 + versions and its features like Steam API, Lambda expressions, Functional interfaces, and Method references, etc.), Spring and Hibernate frameworks.
  • Experience with at least 2 to 3 project implementations in one or more Spring framework modules: Spring MVC, Spring Security, and Spring Integration frameworks.
  • Experience in developing RESTful API and Web Services.
  • Experience developing web user interfaces using JavaScript Frameworks, e.g. Angular, React.
  • High proficiency with Agile software development methodology.
  • Experience working with in office, remote and offshore development teams
  • Strong working knowledge of Git and GitHub code management tools
  • Experience working collaboratively with DevOps to setup and monitor CI/CD pipelines using automated software build tools like Jenkins
  • Solid understanding of enterprise software development design patterns and anti‐
  • Advanced knowledge of Microsoft SQL Server and no‐SQL databases, such as Mongo DB.
  • Experience from Test-Driven Development.
  • Ability to work well independently, multitask and handle change.
  • Excellent written and verbal communication skills.