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 .

Innovation Planner - Unilever International

Unilever · Seoul, South Korea

Main Job Purpose

Responsible for leading the overall supply planning function for Korea based business in Unilever International. Key job scope includes:

  • Operational Planning for innovations and supply planning
  • Capacity Interlocking to support business growth (both medium term and long term)
  • Sourcing Network Optimization
  • Inventory Planning
  • Performance Management

Key Accountabilities

  • Support the development and implementation of supply chain plans
  • Monitor inventory levels and coordinate with suppliers to ensure timely delivery
  • Collaborate with various teams to optimize supply chain processes
  • Maintain accurate records of inventory, orders, and shipments
  • Help identify and resolve supply chain issues
  • Generate reports and provide insights for decision-making
  • Lead the network meeting to strengthen collaboration

Operational Supply Planning

  • Identify short-term capacity issues and highlight the same to the business. Prepare contingency plans by offering products from alternate SUs
  • Loss Tree Analysis & Ensure successful implementation of Innovations on time in full (OTIF)
  • Monitor and lead the offshore supply planning operations.

Sourcing Network Optimization

  • Sign off the UI sourcing strategy with the global supply chain team
  • Work with relevant teams and Global Supply Chain teams to identify opportunities for sourcing network optimization basis predefined selection criteria (service, cost, etc)
  • Drive supply chain cost reduction through sourcing network optimization

Demand Planning

  • Develop and implement end-to-end supply chain strategies that align with business objectives, ensuring the timely delivery of high-quality products
  • E2E execution of Planning Team Strategy
  • Collaboration with CD, Marketing, Finance to incorporate key initiatives into the demand forecast
  • Monitor and manage pro-actively for NPD launches, portfolio changes, promotions and other events
  • Optimal use of demand planning support systems (Anaplan)
  • Develop and maintain key performance indicators (KPIs) and metrics to monitor supply chain performance, track product development milestones, and measure success
  • Lead continuous improvement initiatives to streamline supply chain processes, reduce lead times, and enhance operational efficiency

Skills and Experience

ESSENTIAL

  • Bachelor’s degree in engineering or supply chain
  • 7-9 yrs experience in Supply Chain out of which at least 4-5 yrs in supply planning
  • Strong analytical skills
  • Strong Interpersonal skills

PREFERRED

· Candidates with APICS certification

Unilever is an organisation committed to equity, inclusion and diversity to drive our business results and create a better future, every day, for our diverse employees, global consumers, partners, and communities. We believe a diverse workforce allows us to match our growth ambitions and drive inclusion across the business. At Unilever we are interested in every individual bringing their ‘Whole Self’ to work and this includes you! Thus if you require any support or access requirements, we encourage you to advise us at the time of your application so that we can support you through your recruitment journey.