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 .

Financial Planning & Analysis (FP&A) Manager

Samsung · Singapore, Singapore

Hybrid

Position Summary

The candidate will be responsible for financial analysis to accurately plan P&L and achieve operational excellence. With deep understanding of end-to-end financial implications and profitability from manufacturing cost to distribution to retail store and the budget plan, he/she will manage the financial planning role for the business and collaborate with cross-functional teams in Sales, Product Marketing, Retail, Marketing and Finance to achieve division KPIs and expectations.

Role and Responsibilities

Roles & Responsibilities:

  • To deliver on following KPIs:
    1. Marketing, Sales Deduction Budget Management
    2. Profitability
    3. Planning Accuracy
  • Plan overall revenue and profit together with Sales and Product Marketing teams in optimizing the resource and product and channel mix to achieve revenue target as well as achieve accuracy in TIM budget management & profitability forecasting.
  • Coordinate and maintain constant communications with all stakeholders (SESP and HQ) on P&L status and actively engage with Finance team for simulation and analysis for monthly, quarterly and yearly P&L status.
  • Collaborate with Management team and Finance team on planning and simulation to ensure timely delivery to internal stakeholders and KPI optimization.
  • Participate in the development of monthly, quarterly & annual financial plans.
  • Develop productive relationships and collaborate across internal and external stakeholders to identify process and operational improvements.
  • Contribute towards change management initiatives to achieve operational excellence.

Role Requirements:

  • Degree in Accounting, Finance or Business Management
  • 7 to 15 years of experience in Accounting or Finance
  • Proficiency in Korean is required due to close collaboration with regional HQ stakeholders in South Korea.
  • MS Office (particularly in Excel)
  • SAP, ERP knowledge is nice-to-have
  • Strong communication and analysis skills

#Li-Midsenior
#Li-SEAO

Skills and Qualifications

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