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 .

Finance Manager

Protonai · Cambridge, MA

The Opportunity

Proton is building the industry cloud for distribution—an $8 trillion market that technology forgot.

Our first product is an AI-powered CRM built specifically for distributors—it helps their sales teams know which customers to call, what to sell them, and when. We're at ~$10M ARR with 120%+ NDR. Our second product, PIM (Product Information Management), helps distributors manage their product catalogs—think millions of SKUs with specs, images, and pricing that need to stay accurate across systems. PIM is growing fast. Another product launches in March, with more on the roadmap.

We're looking for a Senior Financial Analyst to be our finance lead. You'll own the function—building our operating model, running FP&A, managing reporting and compliance, and working directly with the CEO on financial decisions. You'll have one direct report (our bookkeeper) and full ownership of how finance runs at Proton.

If you succeed, you'll have built the finance infrastructure that supports Proton's growth from $10M to $50M+ ARR. 

We are looking to hire someone in the greater Boston area who is open to a hybrid schedule (3 days in office, Havard square). The target salary range for this role is $140,000- $170,000. Final offers will be based on your skills and previous experience.

What You'll Do

Own FP&A (40%)

  • Build and maintain our operating model and budget
  • Prepare monthly budget vs. actuals reporting
  • Track and report on SaaS metrics (ARR, NDR, CAC, LTV, magic number, etc.)
  • Prepare board materials and investor reporting
  • Build bespoke financial analysis for business decisions

Run Financial Operations (40%)

  • Oversee accounting: revenue recognition, month close, AP/AR
  • Own billing, collections, and cash management
  • Ensure compliance: corporate tax, sales tax, R&D tax credit, 409a valuations
  • Calculate and manage variable compensation and partner commissions
  • Lead Fiona (bookkeeper) and manage external accounting relationships

Partner with the CEO (20%)

  • Be a thought partner on financial decisions
  • Support fundraising preparation when needed
  • Identify opportunities for financial process improvement

Who You Are

Non-Negotiables:

  • SaaS metrics fluency. You understand ARR, NDR, CAC, LTV, burn multiple, and magic number cold.
  • Financial modeling skills. You've built operating models from scratch and can maintain them as the business evolves.
  • Startup experience. You've worked at a Series A or B stage company and understand the pace and ambiguity.
  • Based in Boston. In office 3x/week in Kendall Square.
  • Exceptional attention to detail. Your models are airtight. Your reports are accurate. You catch things others miss.

What Sets You Apart:

  • You're reliable. When you say something will be done, it gets done—on time and correctly.
  • You're curious. You dig into the numbers to understand what's really happening in the business.
  • You communicate clearly. You can explain financial concepts to non-finance people and help them make better decisions.

About Proton

Distribution is an $8 trillion industry that technology forgot. 75,000+ distributors globally. Half of their sales reps still don't use a CRM. The ones that do are stuck with generic tools built for tech companies—not businesses managing millions of SKUs and thousands of customer relationships.

We're building the industry cloud for distribution—and every product is AI-native from the ground up. We're not bolting AI onto legacy software. We're rebuilding the entire stack with AI at the core.