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 .

CNC Lathe Machinist - 2nd Shift

Urschellaboratoriesinc · Chesterton, IN

Urschel, a 100% employee-owned company, has openings for CNC Lathe Machinist for our 2nd shift operations working full-time Monday-Thursday and may require working on Friday based on workloads.

Urschel employee-owners design and manufacture industrial cutting equipment for food processing and allied industries around the world from our global headquarters located in Chesterton, Indiana, U.S.A. Consumers purchase goods manufactured on Urschel cutting equipment on a daily basis. Advanced manufacturing technologies are utilized at our climate controlled, clean, and environmentally conscious facility.

Starting pay is $31.81/hour + 5% Shift Differential

Company Benefits, Rewards and Perks:

  • Quarterly performance award bonus based on overall company performance
  • Flex Time Available (must work the # of scheduled hours per day)
  • Employee Stock Ownership Plan (ESOP), Stock Issued Annually
  • 2 Weeks’ Vacation Available Upon Hire
  • Low Health, Dental, Vision Insurance Premiums and Deductibles
  • Free Health Clinic (Available to Employees and Their Dependents)
  • 401(k) with Employer Matching
  • Free Life Insurance
  • Paid Holidays
  • Free 24/7 Access to An Onsite Workout Center with Personal Trainers
  • Education Reimbursement Program
  • Support for Community Involvement/Philanthropy

A day in the life of a CNC Lathe Machinist involves machining features in all types of material, including castings and forgings, using CNC lathes and other machine tools. Understands CNC program codes and programs, has the ability to edit programs when necessary, and records all changes for documentation.

Requirements include a high school diploma or equivalent, one to two years machining experience, strong math skills, blueprint reading, ability to use precision measuring equipment, solid organizational and troubleshooting talents.

If you are seeking an outstanding career opportunity, visit the Urschel careers link directly at http://www.urschel.com/careers or find us on Facebook or LinkedIn.

EEO/Veterans/Disability

Date Posted: 10/2/2025