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 Engineer

Caruso · Auckland

Caruso is the AI-native fund administration platform for private markets. We replace legacy systems with modern software and integrated services, helping fund managers save time, impress investors, and grow AUM.

Since launching just over two years ago, Caruso has grown rapidly to $80B+ in assets, 900+ funds, and 80,000+ investors on the platform. We just completed our Series A capital raise, and are looking for smart, ambitious people to help us build a global business.

Learn more at getcaruso.com.

What you'll do as a Software Engineer at Caruso

You will develop services in Go that communicate Protobuf messages over gRPC and through a GraphQL gateway. You'll build on top of our AWS cloud infrastructure, leveraging services such as Fargate, Kinesis, DynamoDB, and more.

Technology

  • Go, gRPC, Protobuf

  • GraphQL

  • MySQL

  • AWS — Fargate, Lambda, Kinesis, DynamoDB, S3.

  • DevOps: Datadog, GitHub, Terraform, Docker (all services are containerized)

  • Linear.app (Jira is officially banned)


You might work on

  • Our Fund Admin Agent, implementing new skills, dependent tools, maintaining and improving evals.

  • Launching Caruso into completely new markets and developing for their specific requirements.

  • Developing in-house tooling to improve developer experience (DX).


Requirements

  • Go: 2 years commercial experience

  • Strong preferences regarding agentic coding workflows, tools, models

  • Bachelor degree or equivalent in Computer Science, Information Systems, or Software Engineering (or similar)

  • Right to work in New Zealand


Benefits

  • Comprehensive health insurance with Southern Cross.

  • Enjoy our premium office space with luxury fit-out and water views all within close proximity to Auckland's best bars and cafes.

  • New workstation package including Macbook Pro, dual screens, Apple peripherals, Airpod Pro noise-cancelling headphones.

  • 5 weeks annual leave after 2 years tenure, 6 weeks of annual leave after 3 years tenure.

  • Unlimited sick leave.

  • Generously extended maternity/paternity leave.