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 .

Production Administrator

Kurita

Production Administrator

Job Locations US-MN-Minneapolis
Job ID
2026-2389
Category
Logistics
Type
Full Time Non Exempt

Overview

Kurita America is part of the Kurita Group, one of the leading water solutions providers in the world. Established in 1949, the Kurita Group is comprised of an international network of approximately 8000 employees located in 18 countries.

Located in Minneapolis, MN, Kurita America brings innovations to market through a holistic water management approach, incorporating state-of-the art equipment, chemistries, engineering, and services to conserve natural resources for a better, more sustainable world.

Kurita’s  corporate philosophy is to study the properties of water, master them and create an environment in which nature and humanity are in harmony

 

Job Title:  Production Administrator

Location:  Brooklyn Park, MN

Comp:  $25-30/hour

 

The purpose of the position is to support the Microelectronics Production department production processes. The Production Administrator’s primary role will be to support efficient and effective production activities through data management, schedule updates and communication with all involved teams.

Responsibilities

  • Entering and recording of contractor time sheets.
  • Assist with contractor recruiting and record keeping activities.
  • Managing fabrication drawing releases and completions.
  • Keeping all production MS Project schedules up to date.
  • Resolve missing parts issues.
  • Assist with parts ordering and tracking.
  • Manage production inspection activities and tracking.
  • Assists with daily/weekly production progress reporting.
  • Work with personnel from other department to help ensure production efficient production.

Qualifications

  • 2-year degree in a related field or a combination of related education and experience.
  • Minimum of 3 years’ experience in a related role.
  • 2 years’ experience with MS Project.
  • Strong computer knowledge; skilled and experienced in MS Office Applications

Equal Opportunity Employer, including Veterans and Individuals with Disabilities

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