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 .

Vice President, Finance

UserTesting · United States

We’re UserTesting—the leader in human insight. Our mission is to help organizations craft exceptional customer experiences through fast, actionable feedback.

We empower teams to build the best products and experiences by embedding real human perspectives into every stage of the development process—from ideation to launch. With the world’s strongest participant network, AI-powered analysis, expert services, and seamless integrations, we help companies eliminate guesswork, align stakeholders, and bring customer needs into sharp focus.

Trusted by more than 3,000 organizations worldwide—including 75 of the Fortune 100—UserTesting delivers measurable business outcomes, reduces risk, and helps teams deliver with confidence. Joining our team means being part of a passionate group focused on transforming how companies understand and connect with their customers.

Let’s build experiences people love—together.

The Opportunity

As the Vice President of Financial Planning & Analysis (FP&A), you will lead the financial strategy and planning process across the organization. You’ll partner closely with the CFO and executive leadership to provide data-driven insights that guide investment decisions, operational strategy, and company performance. This role requires strategic foresight, analytical depth, and the ability to translate financial data into actionable business decisions.

Responsibilities

  • Lead and develop a high-performing FP&A team responsible for budgeting, forecasting, and long-range planning.

  • Ensure financial plans align with company objectives and drive accountability across business units.

  • Provide the executive team with actionable financial insights, scenario models, and variance analyses.

  • Support strategic initiatives, including M&A, capital allocation, and board reporting.

  • Enhance FP&A tools, data systems, and reporting processes to improve forecasting accuracy and efficiency.

  • Implement scalable frameworks for performance management and decision-making.

Requirements

  • Bachelor’s degree in Finance, Accounting, or related field

  • Extensive experience in FP&A or strategic finance roles, with at least 5 years in leadership.

  • Strong SaaS background, with expertise in ARR/MRR and recurring revenue models

  • Deep experience in financial modeling, planning systems, and executive-level reporting.

  • Excellent strategic thinking, communication, and influencing skills.

  • Proven success leading finance functions in high-growth or complex organizations.

Preferred

  • Experience using AI/automation to enhance forecasting and financial planning

  • Background in private equity-backed environments, including investor and board reporting

Don’t meet every single requirement but excited about the role? We encourage you to apply. Research shows that some candidates are less likely to apply unless they meet 100% of the qualifications—but you may be exactly who we’re looking for. Diverse perspectives drive innovation, and we’re committed to building a team with a wide range of backgrounds, experiences, and skills.

Application Process

  • Meet with a Recruiter

  • Meet the Hiring Manager

  • Participate in a Panel Interview

  • Final Interview (if applicable)

  • Offer Stage

Accommodations

At UserTesting, we’re committed to creating inclusive and accessible experiences for all candidates. We believe diverse perspectives are essential to building exceptional products and experiences. If you require accommodations or would like us to tailor the interview process to better meet your needs, please contact us at [email protected].

UserTesting is an Equal Opportunity Employer and a participant in the U.S. Federal E-Verify program. Women, minorities, individuals with disabilities and protected veterans are encouraged to apply. We welcome people of different backgrounds, experiences, abilities and perspectives. UserTesting will consider qualified applicants with criminal histories in a manner consistent with the San Francisco Fair Chance Ordinance, as applicable.

Originally posted on Himalayas