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 .

Solution Architect (FlowOne)

Azalio · Remote

Position: FlowOne Architect Location: REMOTE Job Type: Full-time Role Overview: • The FlowOne Architect is responsible for designing and overseeing the automation of 5G network deployment and configuration. • They collaborate with customers and internal teams to ensure smooth project execution, including setting up automated testing and providing support during the system's go-live phase. • Their role focuses on streamlining the deployment process for efficiency and reliability Job Responsibilities: • Design and Architecture: Prepare high-level (HLD) and low-level designs (LLD) for end-to-end 5G network automation projects using Nokia's FlowOne orchestrator. • Development Leadership: Lead the development of solutions for the end-to-end automation of 5G deployment, configuration, and automated testing processes. • Customer Engagement:Manage and drive customer User Acceptance Testing (UAT), including leading UAT activities and obtaining customer sign-off. • Go-Live Support:Oversee the go-live process for 5G networks, ensuring successful network deployment and operational readiness. • Collaboration: Collaborate with cross-functional teams, including developers, testers, and network engineers, to deliver seamless automation solutions. Skills and Qualifications: • Development Experience: Strong background in Python and Java development, with a focus on automation and orchestration. • Telecom Expertise: In-depth knowledge of telecom network automation, particularly in the deployment and configuration of 5G networks. • Network Service Descriptor (NSD): Experience with NSD (Network Service Descriptor) development for orchestrating telco applications. • FlowOne Orchestration: Hands-on experience with Nokia's FlowOne orchestrator for managing the life cycle of telecom applications • Problem-solving: Strong analytical skills with the ability to troubleshoot and resolve complex network issues. • Communication Skills: Excellent written and verbal communication skills, with the ability to work closely with customers and stakeholders. Preferred Qualifications: • Previous experience in managing large-scale telco projects. • Knowledge of 5G Core network elements and deployment. • Familiarity with NSO, NFV, and SDN technologies.