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 .

Full Stack Engineer

Airia · Sofia, Bulgaria

Who We Are:

At Airia, we're a team of innovators, technologists, and problem-solvers united by a shared vision: making enterprise AI accessible, secure and impactful. Our diverse team brings together deep expertise in artificial intelligence, enterprise software, and industry-specific knowledge to tackle the most pressing challenges facing modern businesses. We believe in responsible innovation, putting our customers' needs first, and building solutions that create lasting value.

Who You Are:

You are a passionate, driven individual with a strong interest in software development and a focus on both front-end and back-end technologies. You are self-motivated, detail-oriented, and thrive in a fast-paced and dynamic environment. You excel in problem-solving, are eager to tackle complex challenges, and are adept at communicating and collaborating with cross-functional teams.

What You Will Do:

As a Full Stack Engineer at Airia, you'll play a key role in designing and building our enterprise-grade web platform. You will work across the full development stack to deliver scalable, secure, and high-performing software that supports complex business workflows. The ideal candidate has deep experience with modern web technologies, backend services, and distributed systems.

Core Responsibilities: 

  • Collaborate on the design and development of responsive and user-friendly web applications. 
  • Build engaging user interfaces using React and modern front-end technologies. 
  • Develop and maintain server-side logic using C# and .NET Core. 
  • Integrate third-party APIs and services to enhance application functionality. 
  • Ensure the security and privacy of data through effective implementation of best practices.
  • Conduct testing, debugging, and troubleshooting to identify and address software issues. 
  • Collaborate with cross-functional teams to implement continuous improvements and updates. 

What We Need from You: 

  • BS/MS in Software Engineering, Computer Science, or a related Engineering field.
  • 5+ years of industry experience as a Full Stack Engineer supporting enterprise business-to-business web applications. 
  • In-depth knowledge of Azure services.
  • Strong understanding of back-end development using C#.
  • Strong proficiency in front-end technologies (HTML5, CSS, JavaScript). 
  • Experience designing and implementing scalable and resilient architectures. 
  • Familiarity with multi-tenancy considerations and solutions. 
  • Proficiency in scripting and automation using tools such as PowerShell or Azure CLI. 
  • Familiarity with Linux and cloud environments, especially Microsoft Azure. 
  • Exceptional creativity, along with strong collaboration and communication skills. 
  • Ability to work in a hybrid in-office setup (3 days/week in-office presence required).

Airia is an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.