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 .

EV Reconditioning Technician, Ever SF

Ever · San Francisco, CA

About the job

Role: EV Technician
Location: San Francisco, CA (Onsite)
Employment Type: Full-Time or Part-Time
Salary: $60,000-120,000 OTE (base + potential performance bonus)

About Ever

Ever is building the future of auto retail. As the first AI-native auto retail platform, we are building the next $100B+ automotive business, starting with electric vehicles. Our AI-native product and operations power our full-stack auto retail business, serving EV buyers and sellers across the nation, both online and offline.

Based out of San Francisco and expanding nationwide, we are backed by leading investors and led by former tech & automotive professionals from Uber, Tesla, Rivian, Lithia, Penske, Carvana, Lyft, Meta, J.P. Morgan, BCG, and more. After our recently completed Series A financing, we have raised $100M in total equity and debt funding. We are growing rapidly and actively recruiting exceptional talent to join our mission of building the next-generation auto retail platform. Learn more about us at evercars.com.

What You’ll Do

  • Perform inspections, diagnostics, and repairs on electric vehicles
  • Handle high-voltage systems safely and according to OEM procedures
  • Conduct reconditioning work to prepare vehicles for retail sale
  • Diagnose battery, charging, drivetrain, and software-related issues
  • Complete pre-purchase and post-reconditioning quality checks
  • Document all work accurately in Ever’s internal systems
  • Collaborate closely with operations, logistics, and inventory teams
  • Ensure all vehicles meet Ever’s quality and safety standards
  • Stay current on EV technology and manufacturer service updates
  • Maintain a clean, safe, and organized workspace

Qualifications & Fit

  • 2–7+ years of automotive technician experience (EV experience strongly preferred)
  • High-voltage safety training or willingness to obtain certification
  • Strong diagnostic and problem-solving skills
  • Comfortable using scan tools and OEM diagnostic software
  • Ability to work independently with high ownership
  • Detail-oriented with strong quality standards
  • Comfortable in fast-paced, high-growth environments
  • Passion for EVs and future mobility

Technical Skills

  • Experience servicing EVs (Tesla, Rivian, Lucid, etc. preferred)
  • Proficiency with diagnostic tools and scan software
  • Understanding of high-voltage battery systems
  • Familiarity with ADAS calibration and software updates a plus
  • Ability to read wiring diagrams and service manuals
  • ASE certifications a plus

Benefits

  • Competitive salary + performance bonus
  • Health, dental, and vision insurance
  • Flexible / Unlimited PTO
  • 401(k) plan

Why Ever and this role?

  • Work hands-on with the newest EV models
  • Join the fastest-growing EV retailer in the U.S.
  • Build rare, high-demand EV technical expertise
  • Direct impact on vehicle quality and customer experience
  • Opportunity to grow into Senior Technician or Technician Lead roles

Disclaimers

Ever is an equal opportunity employer. We encourage applicants from all backgrounds and experiences to apply.

Next steps

We’re assembling a world-class team to change the future of auto retail and to build the next $100B+ company. If you’re excited by the massive opportunity, apply here https://job-boards.greenhouse.io/ever