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 .

Software Engineer

Rxsense · Dublin, Ireland

We are a healthcare technology company that provides platforms and solutions to improve the management and access of cost-effective pharmacy benefits. Our technology helps enterprise and partnership clients simplify their businesses and helps consumers save on prescriptions.

As a leader in SaaS technology for healthcare, we offer innovative solutions with integrated intelligence on a single enterprise platform that connects the pharmacy ecosystem.  With our expertise and modern, modular platform, our partners use real-time data to transform their business performance and optimize their innovative models in the marketplace.

RxSense in Dublin

RxSense is establishing a new development centre in Dublin as part of our global growth strategy, bringing together the city’s world-class engineering talent with our mission to transform healthcare technology. Dublin’s thriving tech ecosystem and strong community of innovators make it the ideal hub to accelerate product development and drive cutting-edge solutions. By joining our new centre, you’ll collaborate with international teams, and grow your career in an environment that values creativity, ownership, and continuous learning.

Role Overview

We are seeking a Software Engineer to contribute to the development and enhancement of our healthcare technology platform. You’ll work closely with senior engineers, product managers, and architects to deliver high-quality, scalable software solutions. This role offers the opportunity to make a real impact on mission-critical systems while developing your skills in distributed systems and modern cloud technologies.

Main Responsibilities

  • Contribute to the design, development, and maintenance of scalable backend services using Java or C# / .NET.
  • Collaborate with cross-functional teams to define technical requirements and deliver high-quality features.
  • Implement best practices in coding, testing, and performance optimization.
  • Participate in code reviews, knowledge sharing, and design discussions.
  • Support integration with distributed caching / in-memory data platforms (e.g. GemFire, Hazelcast, Redis, Ignite).
  • Write and maintain automated tests to ensure reliability and confidence in releases.
  • Work with cloud infrastructure (AWS), CI/CD pipelines, and containerized environments (Docker/Kubernetes).
  • Troubleshoot, debug, and resolve issues in production and non-production environments.

Knowledge, Skills, and Experience

  • Minimum 5 years of professional software engineering experience.
  • Strong programming skills in Java (enterprise or backend development).
  • Understanding of distributed systems, data structures, and algorithms.
  • Experience with relational or NoSQL databases, plus exposure to caching/data grid technologies a bonus.
  • Familiarity with cloud platforms (AWS preferred) and containerized environments (Docker, Kubernetes).
  • Comfortable working in Agile environments, collaborating with international teams.
  • Knowledge of Python is a plus, but not required.
  • Interest in healthcare or other regulated industries a bonus.

RxSense believes that a diverse workforce is a more talented and productive workforce. As such, we are an Equal Opportunity and Affirmative Action employer. Our recruitment process is free from discriminatory hiring practices and all qualified applicants are considered for employment without regard to race, color, religion, sex, gender, sexual orientation, gender identity, ancestry, age, or national origin.  Neither will qualified applicants be discriminated against on the basis of disability or protected veteran status.  We believe in the strength of the collaboration, creativity and sense of community a diverse workforce brings.