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 .

Plant Metallurgist

Pilbara Minerals · United States

THE OPPORTUNITY: 

Reporting to the Senior Metallurgist, the Plant Metallurgist is responsible for ensuring concentrate production and associated processing unit operations are controlled in a cost effective and efficient manner as well as ensuring metallurgical performance and improvement initiatives including;

This is a permanent position, with a 8/6 roster based at our Pilgangoora Operation.

Key responsibilities include but are not limited to:

  • Demonstrate stewardship in health, safety and environmental policies to ensure that site, corporate, and legislative requirements for the operation are met
  • Generate and maintain daily and weekly metallurgical production reports to ensure that targets are met and to identify improvements opportunities
  • Provide technical knowledge, training, and mentoring for graduate metallurgists, process technicians, metallurgical technicians and other members of the team
  • Review and analyse past production performance, compare to budgeted and forecasted specifications and provide suggested improvement options
  • Take the necessary actions to ensure that concentrate quality meets contract and target specifications
  • Maintain, monitor and identify improvement opportunities of process control systems such as Citect, PowerBI, etc
  • Carry out plant surveys and mass balances to maintain and improve plant performance
  • Conducted laboratory trials and generated associated test work reports to evaluate production improvement opportunities.

ABOUT YOU:

  • Degree qualified in Metallurgy or chemical engineering with exposure to similar role
  • Prior knowledge and experience in heavy media separation and flotation desirable
  • Experience in management & implementation of continuous improvement projects
  • Experience and qualification as radiation safety officer desirable
  • Proactive in identifying and implementing improvement opportunities
  • Desire to take on various responsibilities and work in small teams