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 .

Account Director

Outset · San Francisco

Outset invented a better way to do research: AI-powered user interviews.

Global brands like Hubspot, Microsoft, Uber and Nestle use Outset to achieve deeper, qualitative insights about their users at unprecedented speed and scale.

The research industry is massive (>$140B and growing) and ripe for disruption. Incumbents are outdated, slow, and burdened by high-cost services. That's our opportunity.


Outset is backed by top Silicon Valley investors and raised a $30M Series B in December 2025—less than six months after our Series A—led by Radical Ventures with participation from M12 (Microsoft’s venture arm), 8VC, Y Combinator, and Adverb Ventures.

The raise follows a breakout year, with our business growing 8x as enterprise customers across industries adopt our category, AI‑moderated research, as the new standard for understanding people.

We’re a tight-knit team of 30 based in San Francisco’s Financial District, serving some of the world’s largest enterprises

As an Account Director, you’ll own relationships with some of our most strategic enterprise and mid-market customers. You’ll act as a trusted advisor, ensuring they achieve maximum value from our platform while identifying new opportunities for growth and partnership. You’ll collaborate closely with Product, Sales, and Marketing to influence roadmap priorities and expand our footprint within key accounts.

Responsibilities:

  • Serve as a strategic partner to executive stakeholders, guiding customers through adoption, expansion, and long-term success.

  • Own commercial health across a portfolio of high-value accounts, driving renewals, upsells, and advocacy

  • Develop account plans and success frameworks that align with customer business objectives.

  • Partner with Sales to identify and close revenue expansion opportunities within existing accounts.

  • Translate customer feedback into actionable input for Product and Engineering.

  • Forecast retention and growth metrics, providing visibility into customer health and pipeline.

Qualifications

  • 5–10+ years of customer success, account management, or consulting experience, with 2+ years managing strategic/enterprise accounts.

  • Ability to travel 25% of the time for customer events, customer visits, and conferences.

  • Proven success in driving renewals, expansions, and multi-threaded stakeholder relationships.

  • Experience in a fast-paced SaaS or Series A/B startup environment.

  • Exceptional communication, executive presence, and relationship-building skills.

  • Strong analytical mindset with ability to tell a story with data.

  • Ability to work cross-functionally and thrive in ambiguity.

  • A proactive, ownership-driven mindset—comfortable balancing strategic and hands-on work.

Benefits

  • Daily collaboration with founders, shaping the core product vision.

  • Exposure to and collaboration with design and research leaders at top global brands.

  • Competitive cash and equity compensation. Actual compensation packages are based on various factors unique to each candidate, including skill set, depth of experience, and certifications.

Outset is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees, free from discrimination based on race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, disability, or any other protected class.

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