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 .

Collections Specialist

Cargomatic · San Francisco, CA

Collections Specialist

Accounts Receivable Customer Reconciliation Analyst
Cargomatic Inc.
Location: San Francisco, CA / Chicago, IL

About Us
Cargomatic is a technology-driven logistics provider connecting shippers and carriers through a modern, efficient, and environmentally friendly platform. With over 500 employees nationwide and a growing network of freight subsidiaries, we are committed to innovation, customer success, and creating a dynamic, inclusive workplace.

Role Overview
We are seeking an Accounts Receivable (AR) Customer Reconciliation Analyst to join our San Francisco-based Finance team. This role is essential in reconciling high-volume customer accounts, analyzing variances, and ensuring accuracy of account balances. The ideal candidate will be detail-oriented, confident, and highly analytical with strong Excel and reconciliation skills.

Key Responsibilities

  • Review and research a high volume of transactions, documenting issues and identifying root causes.

  • Perform weekly and month-end reconciliations and roll-forward analysis on AR accounts.

  • Partner with operations and customers to clear short/over payments and unapplied cash.

  • Prepare and process account adjustments and ensure accuracy of financial records.

  • Utilize advanced Excel skills (pivot tables, macros, VBA, Power Query) for reconciliations and reporting.

  • Collaborate with internal teams to improve invoicing, reporting, and process controls.

  • Provide excellent customer service on AR account inquiries.

Qualifications

  • Bachelor’s or Associate Degree in Accounting, Finance, or related field.

  • 3+ years of AR, reconciliation, or collections experience (transportation/logistics a plus).

  • Strong Excel skills (pivot tables, macros, VBA, Power Query).

  • Experience in account reconciliations and collections for large or complex accounts.

  • Detail-oriented, with strong problem-solving and communication skills.

What We Offer

  • Competitive pay: $70,000 – $80,000/year.

  • Medical, dental, and vision insurance.

  • Flexible PTO.

  • Opportunities for career growth in a fast-scaling logistics company.