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 .

Scala Software Engineer (all genders) - Payment

Moia · Berlin, Germany

 

Join us as a Scala Software Engineer (all genders) in our Payment team on a shared journey that matters!  

The Payment team is dedicated to delivering a convenient and secure payment experience for our passengers. You will join a cross-functional team that shares an unwavering passion for creating impactful software solutions that not only cater to our current users but also allow for significant scalability. To achieve our ambitious goals, they design and maintain backend micro-services and mobile app components, always emphasizing a future-proof and resilient architecture. 

What you will do

  • Provide an outstanding customer experience: Together with the developers of your team, you will contribute to a one-of-a-kind app which provides a smooth and friction-free payment experience to our customers.
  • Assure Quality: Ensure the systems owned by your team meet the highest quality standards, including code reviews, testing, and validation processes across team boundaries.
  • Breathing “agile”: You will follow core agile working methodologies in the team. 

What will help you to fulfill your role 

  • You have experience with developing software in Scala and functional programming. Bonus if you have experience with ZIO and/or cats-effects.
  • You enjoy solving challenges in distributed systems.
  • You have experience or interest in Kubernetes and AWS.
  • You are keen to receive and give feedback in pairing and code review sessions.
  • You follow DevOps best practices and believe in automated testing, infrastructure as code, continuous deployment, and monitoring.
  • You have a strong sense of ownership and are eager to contribute right from the beginning of a new project.
  • You have a customer-driven mindset.
  • You can communicate fluently in English.

We accept all seniority levels. So please don't feel discouraged if you don't meet all the enlisted skills. We embrace individual growth at MOIA. 

In case you have questions regarding your application, you can approach the recruiter Jovana directly.

Our benefits in a nutshell

  • Competitive salary (including bonus)