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 .

Lead NetSuite Developer

Watchguard · Miami, FL

About the Position

We’re looking for a Senior NetSuite Developer to play a key role in evolving and scaling our NetSuite ERP platform as the backbone of our financial and operational systems. This role will partner closely with Finance, RevOps, Salesforce, and Integration teams to build reliable, scalable solutions that support billing, financial operations, and system integrations.
You’ll work on complex technical challenges including subscription billing workflows, system integrations, automation, and performance optimization across our NetSuite environment. This role is ideal for someone who enjoys owning critical business systems and driving improvements that directly impact company operations.


This is an in-office position where collaboration with cross-functional teams is central to the role.

About the Position

We’re looking for a Senior NetSuite Developer to play a key role in evolving and scaling our NetSuite ERP platform as the backbone of our financial and operational systems. This role will partner closely with Finance, RevOps, Salesforce, and Integration teams to build reliable, scalable solutions that support billing, financial operations, and system integrations.
You’ll work on complex technical challenges including subscription billing workflows, system integrations, automation, and performance optimization across our NetSuite environment. This role is ideal for someone who enjoys owning critical business systems and driving improvements that directly impact company operations.


This is an in-office position where collaboration with cross-functional teams is central to the role.

Compensation
The base salary range is $135,000-$150,000 per year for full-time employment, exclusive of benefits. This position is also eligible for a bonus of 5% of the base salary. Your base salary will be determined by your individual skills, education, and experience. Hiring at the maximum of the range is not typical in order to allow for future salary growth. 
 
U.S. Benefits
·       Comprehensive benefits plan including medical, dental, vision, disability, and life insurance
·       Healthcare HSA
·       HSA with employer contribution
·       10 paid holidays
·       10 days of paid annual leave
·       9 days of paid sick time
·       Paid parental leave
·       401(k) with employer match

Other Perks
·       Education assistance program
·       Dependent Care HSA match
·       Adoption assistance
·       Fertility care support
·       Backup care for family and pets
·       A growing network of employee resource groups
·       Employee referral program
·       Employee Assistance Program

What You’ll Do

  • Design and develop scalable customizations using SuiteScript (2.x), SuiteBuilder, SuiteFlow, and SuiteTalk.
  • Architect solutions that improve billing, invoicing, revenue workflows, and financial operations.
  • Continuously optimize scripts, workflows, and system performance across NetSuite.
    Billing and Financial System Enhancements
  • Develop and maintain complex billing workflows and automation.
  • Partner with Finance to improve processes for subscription billing, invoicing, and reporting.
  • Ensure NetSuite configurations support evolving SaaS and operational requirements.
    Drive Enterprise Integrations
  • Design and maintain integrations between NetSuite and enterprise systems including Salesforce.
  • Collaborate with internal integration teams to ensure reliable and scalable data flows.
  • Support API-based integrations (REST/SOAP) and integration platforms where applicable.
    Improve System Reliability and Operations
  • Diagnose and resolve production issues quickly and effectively.
  • Implement monitoring, testing, and deployment best practices across sandbox and production environments.
  • Reduce technical debt and improve maintainability of NetSuite customizations.
    Collaborate Across Teams
  • Partner with Finance, RevOps, Salesforce, and engineering teams to translate business requirements into technical solutions.
  • Contribute to system architecture discussions and platform roadmap planning.
  • Mentor team members and help establish NetSuite development best practices.
  • Required Experience

  • 6+ years of hands-on NetSuite development experience
  • Deep expertise in SuiteScript 2.x, SuiteBuilder, SuiteFlow, and SuiteTalk
  • Strong experience supporting billing and financial workflows in NetSuite
  • Experience building and maintaining system integrations using APIs
  • Solid understanding of ERP architecture and financial systems
  • Strong problem-solving skills and ability to work in complex enterprise environments
  • Excellent collaboration and communication skills
    Nice to Have
  • Experience integrating NetSuite and Salesforce    
  • Experience with subscription billing platforms like Zone Billing or advanced billing workflows    
  • Familiarity with middleware or integration platforms 
  • NetSuite certifications
  • Experience in SaaS or high-growth technology companies