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 .

Finance Manager, Ever SF

Ever · San Francisco, CA

About the job

Role: Finance Manager, EV Retail
Location: San Francisco, CA (Onsite)
Employment Type: Full-Time
Salary: $130,000–230,000 OTE (base + commission)

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

  • Present finance, warranty, and protection products both remotely (phone/video) and in-person
  • Run virtual and on-site F&I consultations with customers nationwide
  • Structure and close financing deals through digital and in-store workflows
  • Leverage a broad lender network to secure competitive approvals while managing lender relationships and end-to-end funding
  • Deliver a high-trust, consultative buying experience — never high pressure
  • Ensure strict compliance with all federal and state regulations
  • Prepare, review, and finalize all digital and physical finance documents
  • Educate customers on EV incentives and ownership economics
  • Partner closely with Sales, Delivery, and Title teams to ensure smooth handoffs
  • Maintain strong CSI and NPS scores
  • Track penetration rates, gross profit, and close ratios across remote and in-store deals

Qualifications & Fit

  • 3–7+ years of automotive F&I experience
  • Proven success closing deals both remotely and in a showroom environment
  • Strong backend product performance history
  • Customer-first mindset with a consultative approach, emphasizing transparency and sustainable customer outcomes
  • Highly organized with strong compliance discipline
  • Comfortable in high-volume, fast-moving environments
  • Passion for EVs and digital retail
  • Thrives in a team-player environment where success is measured by how we win together, not just individual results

Technical Skills

  • Experience with DMS platforms (Reynolds, CDK, Dealertrack, etc.)
  • RouteOne, CUDL, lender portals
  • Digital contracting & e-signature platforms
  • Strong knowledge of DMV, titling, and compliance workflows
  • Comfortable using CRM tools

Benefits

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

Why Ever and this role?

  • Help lead finance sales for the fastest-growing EV retailer in the U.S.
  • Work in a true omnichannel sales model (remote + in-person)
  • Use cutting-edge digital F&I tooling
  • Help define the future of online automotive finance
  • Direct impact on company profitability
  • Clear path to leadership as Ever scales

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