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 .

GTM Advisory Lead

Resultant · Chicago, IL, us

What You’ll Do (First 12 Months)

Client Leadership & Delivery

  • Lead GTM technology assessments for PE-backed portfolio companies preparing for sale.
  • Evaluate CRM, marketing automation, data architecture, RevOps maturity, reporting integrity, scalability, and risk exposure.
  • Shape the technology narrative for CIMs and buyer diligence.
  • Present findings directly to PE deal teams and portfolio company executives.
  • Translate technical complexity into investor-relevant value drivers and risk mitigation themes.

Offering Development

  • Refine assessment frameworks and delivery methodology.
  • Standardize deliverables and playbooks.
  • Improve margin profile through repeatable processes.
  • Identify adjacent service expansion opportunities.

Business Development Support

  • Partner with the leadership team in PE relationship development.
  • Support proposal development and scoping.
  • Begin owning select client relationships.

What You’ll Own (12–18 Months)

  • Revenue growth and forecasting for the GTM Advisory practice.
  • Gross margin performance.
  • Team hiring and development.
  • Offering roadmap and pricing strategy.
  • Select PE firm relationships.
  • Annual operating plan and P&L management.

Profile

  • 7–12 years of experience in technology consulting, private equity operations, investment banking technology diligence, or revenue operations leadership.
  • Experience interfacing with executive teams and investors.
  • Strong financial acumen and comfort discussing value creation in EBITDA terms.

Critical Traits

  • Builder mindset — energized by creating structure where none exists.
  • Commercial instinct — understands how advisory firms make money.
  • Structured thinker — strong frameworks, synthesis, executive communication.
  • Executive presence — credible with PE partners and C-suite.
  • Hungry for ownership — wants to run something.

What This Role Is Not

  • Not a pure delivery role.
  • Not a back-office RevOps job.
  • Not a purely academic strategy role.

Compensation

  • Competitive base salary.
  • Performance-based bonus tied to practice growth.
  • Clear compensation expansion tied to P&L ownership.
  • Long-term incentive structure aligned with practice performance.

Other:

  • All your information will be kept confidential according to EEO guidelines.
  • All communication regarding your application status will come from a Resultant.com, SmartRecruiters.com or Libertyadvisorgroup.com email domain. We will not call you without a pre-arranged interview being scheduled.

We embrace AI across everything we do, and that includes how you prepare for this interview. Feel free to use AI tools to research the role, practice your responses, and put your best foot forward. What matters to us is getting to know the real you — how you think, how you communicate, and what you genuinely bring to the table. Our interviews are designed to go deeper than any polished answer, so come curious and come as yourself without the support of an AI tool during our conversation.