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 .

Junior Financial Accountant (R2R)

Stryker · Warsaw, Poland

Work Flexibility: Hybrid

As a Junior Financial Accountant (R2R), you will help ensure accurate financial records that enable confident decision-making and support Stryker’s mission to improve lives. You will gain hands-on exposure to international accounting, controls, and reporting in a dynamic, collaborative environment.

What you will do

  • Execute internal control activities to support compliance with U.S. and local accounting standards.
  • Prepare monthly balance sheet reconciliations in line with corporate policies and defined close timelines.
  • Prepare and post journal entries accurately in the enterprise resource planning system.
  • Upload and validate financial data in the group reporting system to support timely and accurate reporting.
  • Manage recurring journal entries to ensure consistency and compliance each accounting period.
  • Support internal and external audits by preparing documentation and responding to audit queries.
  • Analyze financial data to identify discrepancies, investigate root causes, and propose corrective actions.
  • Identify opportunities to simplify, standardize, and improve accounting processes in partnership with local and regional finance teams.

What you will need

Required

  • Bachelor-level degree (minimum) in Accounting or Finance, or an equivalent professional accounting qualification.
  • Minimum 1 year of experience in an accounting role (e.g., record to report, procure to pay, or order to cash).
  • Fluency in written and spoken English.
  • Advanced user-level proficiency in Microsoft Excel.

Preferred

  • Experience working in a shared services or centralized finance environment.
  • Experience using enterprise accounting or financial reporting systems.
  • Fluency in written and spoken German.

Salary information will be provided during the recruitment process.

Travel Percentage: 10%