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 .

Mechanical Maintenance

Valmet · Cikarang

Open Position: Mechanical Roll Maintenance
 

Job Description Summary

As a Mechanical Maintenance Technician, you will be responsible for maintaining and repairing workshop and production equipment to ensure smooth, safe, and efficient operations. You will support our production targets by following established work procedures, quality standards, and safety regulations.

Work Complexity & Impact:
Works under moderate supervision. Tasks are generally routine but may occasionally require interpretation or adjustment from standard procedures. Communicates information that may need some explanation or clarification.

Responsibilities

  • Operate machines and workshop equipment safely and according to instructions.
  • Load materials into workshop machines promptly and efficiently.
  • Remove, pack, and organize raw materials or finished products.
  • Collect and dispose of waste in accordance with company waste‑handling and recycling procedures.
  • Clean workshop equipment and maintain work areas to comply with health and safety standards.

Requirements

  • Minimum educational requirement: D3 in Mechanical Engineering (fresh graduates are welcome).
  • Experience in the pulp and paper industry will be considered an advantage.
  • Willing to work in Cikarang, Jawa Barat.
  • Able to work independently to complete assigned tasks, follow work instructions carefully, and meet operational specifications, schedules, volume, cost, and quality targets.