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 Machinist, Apprentice

Tesla · Richmond Hill, Ontario

site:5591 type:fulltime
At Tesla Toronto Automation, we design, build, and service custom, highly automated, high-volume manufacturing machinery to accelerate the world’s transition to sustainable energy. We are seeking an Apprentice Machinist for day shift positions 

Shift:  Monday-Thursday, 7:00 AM - 4:00 PM & Friday, 7:00 AM - 3:00 PM (with occasional overtime as needed)

  • Machine parts to drawing specifications using manual equipment
  • Prove out manufacturing processes on the floor with machinists and peers
  • Collaborate with peers to provide input on design for manufacturability
  • Machine complex components to tight tolerances under tight deadlines
  • Use inspection and measurement tools to validate work
  • Document machining processes and results as needed
  • Participate in continuous improvement projects for the shop and Tesla
  • Basic & Intermediate Apprentice training from a qualified college
  • Strong understanding of engineering drawings, documents, and GD&T
  • Proficient in using measurement tools like calipers, micrometers, and gauges
  • Skilled with basic shop tools and machines (manual mill, lathe, drill press)
  • Positive attitude and passion for prototyping and machining
  • Thrives in a fast-paced, evolving environment with tight deadlines
  • Excellent attention to detail and mechanical aptitude
Benefits

Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:

  • Company-paid Health, Dental, Vision, Life, and Disability insurances
  • RRSP with employer match, Employee Stock Purchase Plans, and other financial benefits
  • Employee Assistance Program
  • Parental Success Programs
  • Sick and Vacation time (Flex time for salary positions), and Paid Holidays
  • Tesla Babies program
  • Tesla products, fitness discounts, and perks program

Expected Compensation
$20.80 - $45.60/hour + cash and stock awards + benefits

Pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment.