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 .

Senior Finance Operations Account Manager

Pilothq · Nashville, TN

The Role

Pilot is building a first-of-its-kind, hybrid software/service solution to tackle the financial back office (bookkeeping, tax, CFO, etc.) so that founders and business owners can focus on building and running their businesses. We already work with 1700+ customers in the tech startup and SMB sectors, and we are expanding rapidly. 
 
The Finance Operations team partners with our customers to support them in their business goals. This team manages the bookkeeping and accounting back office needs to a portfolio of customers across a range of industries. You will leverage our advanced tech to eliminate common errors, deliver faster results, and deliver an elevated customer experience overall.
 
Beyond that, your feedback is key to building our product, and you may have opportunities to support our R&D teams in building better accounting automation, more efficient workflows, or more intuitive designs for our customers.
 
This is a hybrid role based in our Nashville Ops HQ, with the opportunity to apply to become remote upon demonstrated good performance.

Key Responsibilities

  • Leverage Pilot software to produce high quality books and financial reports
  • Develop scalable and accurate accounting workflows to record a customer’s financial activity accurately and efficiently
  • Build strong relationships with and provide exceptional experience to a portfolio of customers
  • Mentor and develop newer team members
  • Manage complex client portfolios with high efficiency and minimal manager support
  • Handle client escalations independently and make sound judgment calls on client issues
  • Mentor and coach junior team members through knowledge sharing and feedback

About You

Need to haves:

  • 4-7+ years in a finance, accounting, consulting or business role and B.S. or MS. in related field (i.e. Accounting, Business, Operations, Economics)
  • Strong technical proficiency with web-based applications and cloud software - you'll work across QuickBooks Online, Google Workspace, and diverse client tech stacks including Stripe, bill.com, HubSpot, and banking platforms
  • Self-directed with technology - comfortable learning new software systems independently and navigating multiple applications simultaneously with minimal training
  • Exceptional productivity and efficiency - demonstrated ability to manage high-volume, complex client work independently
  • Strong execution skills and bias for action - makes sound decisions quickly with available information
  • Highly organized and detailed with an eye towards process
  • Demonstrated problem solving and critical thinking skills
  • Can prioritize multiple tasks and appropriately escalate on a timely basis
  • Contributes to a culture of inclusion and belonging on the team
  • Willingness to mentor and coach newer or more junior members on the team
  • Excellent verbal and written communicator
  • Proficient in Excel/Google Sheets 

Nice to haves:

  • Public accounting experience and/or industry accounting experience
  • Management experience
  • Experience in high-growth startup or fast-paced consulting environment

About Pilot

Pilot launched in 2017 to bring the back office into the modern era. Pilot provides small businesses with dedicated finance experts - which Pilot hires as full-time, U.S.-based employees - who learn the ins-and-outs of their business. Pilot integrates directly with the billing, banking, expense, and payroll systems customers already use. With a special blend of custom software and expert bookkeepers, Pilot delivers accurate, consistent bookkeeping and financial management and tax services that give entrepreneurs