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 Test & Automation Engineer

Scalian · Milano, it

Are you a Software Test Engineer looking for a new challenge? 

If you want to expand your reach and share your knowledge with a team of professionals, contribute to the development of your colleagues' or Clients' skills, want to consolidate your expertise and grow on innovative projects, this is your opportunity! 

What this experience will bring you 

First of all, an interesting technical challenge but also an overview of our Client's projects. 
We will build your career together and accompany you towards the development of new skills and technical leadership. 

What will your role be? 

We are looking for a Software Test & Automation Engineer to perform the following activities: ​​​​​

  • Test Automation: Design and execution of automated testing frameworks. Automated test scripts (Python, Robot Framework); GUI testing reports (Qt Squish)
  • Code & Design Review: Performing software/firmware code reviews (C/C++) against internal guidelines. Code review documentation and checklists
  • Requirements Management: Reviewing software requirements and ensuring full coverage. Requirement traceability matrices (DOORS/Polarion)
  • Environment Setup: Autonomous organization and design of the test environment.
  • Coordination: Managing internal/external resources for test execution and custom tool development.

What are we looking for in you? Experience and competencies 

  • 5-10 years in SW Testing, Python, Robot Framework, Qt Squish.
  • Familiarity with C/C++, CI/CD (Jenkins/Bamboo), and communication protocols (Serial/Ethernet).
  • DOORS, GIT, Jira, Polarion.

Soft skills: 

  • Autonomous
  • Good communication skills 
  • Goal-oriented approach 
  • Methodological approach
  • Ability to lead testing activities in "Mission-Critical" contexts
  • Proactive to solution 
  • Teamwork

Languages: 

  • Italian (Fluent) 
  • English (fluent, oral and written) 

Why would you take the plunge? 

Because Scalian is a group of specialists, carrying an ambitious development project, focused on innovation and committed to its customers where you can: 
· Build a tailor-made career path, varied and adapted to your desires, thanks to the variety of missions in your area of expertise and the bridges between trades 
· Learn by the quality of the projects on which you will intervene, in your specialty, and thanks to the large training catalog delivered by our internal Academy 
· Have an attractive social framework that respects everyone's needs (telework agreement, crèches, social coverage, flexibility, soft mobility, etc.) 
· Contribute to R&D topics or participate in internal projects 
· Be part of a friendly team that will make work rhyme with pleasure! 

So want to expand the frame? Contact us to talk about it