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 .

Senior Software Engineer

Confido · NYC Office

Confido is the AI infrastructure powering CPG brands from deduction to production plan. We unify cash application, deductions, disputes, trade promotion management, forecasting, demand planning, and analytics in one integrated platform. The result: measurable time savings, smarter top- and bottom-line decisions, and the speed to scale.

Confido is trusted by 200+ brands managing $20B+ in revenue, including OLIPOP, Simple Mills, Dr. Squatch, Tropicana, and more.

We’ve achieved best-in-class growth and recently raised a $15M Series A led by Footwork Ventures and Y Combinator to accelerate our momentum.

As a Senior Software Engineer (Platform/Core), you will help build the core infrastructure and product systems that power the Confido platform. This includes everything from large-scale data pipelines and financial analytics systems to AI-powered workflows used by leading CPG brands.

You’ll work closely with engineering, product, and customers to turn complex operational workflows into reliable, scalable software.

Location: New York, NY (Relocation supported)

What You'll Do

  • Build and scale the core platform that powers financial workflows for CPG brands

  • Develop systems for ingesting and processing financial and operational data from multiple sources

  • Build backend services and APIs that power analytics, forecasting, and automation features

  • Implement AI-powered workflows for document processing and financial data extraction

  • Design intuitive product experiences that turn complex financial data into actionable insights

  • Work directly with product and occasionally customers to understand workflows and ship solutions quickly

Example Problems

  • AI-powered ingestion of invoices, deductions, and retailer reports

  • Scaling data pipelines that ingest financial data from multiple retailer systems

  • Building analytics infrastructure for forecasting and demand planning

  • Designing internal tools and product features that simplify complex financial workflows

  • Improving performance and reliability across core platform services

What We're Looking For

Required

  • 4+ years of software engineering experience

  • Strong backend engineering skills and systems design experience

  • Comfort building production systems that handle large datasets or complex workflows

  • Strong product instincts and ability to work across engineering and product

Nice to Have

  • Experience working with AI/ML-powered systems

  • Experience with data pipelines or analytics infrastructure

  • Experience working directly with customers or cross-functional stakeholders

  • Interest in early-stage startups and high-ownership roles

  • CS degree or equivalent experience

Confido provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.