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

Insightrx · San Francisco

Title: Account Director – Strategic Expansion (Health Systems)

About InsightRx:

InsightRx is a precision medicine software company advancing individualized therapeutic decisions across both clinical care and drug development. By leveraging pharmacokinetic/pharmacodynamic (PK/PD) modeling, machine learning, and real-world data, we help clinicians and researchers predict drug response and optimize dosing to improve patient outcomes. Our mission is simple but bold: ensure that all medications work as intended—maximizing efficacy, minimizing toxicity.

Following a period of significant funding and sustained growth, we are expanding our commercial team and looking for passionate, strategic professionals who share our commitment to transforming healthcare.

At InsightRx, we live by our values:

  • Forward-looking
  • Intellectually rigorous
  • Elevate those around you
  • Self-directed accountability
  • Engaged and optimistic

About the Role:
We are seeking a results-driven Account Director to lead expansion efforts within a defined portfolio of health system customers. This is a remote position, open to candidates based anywhere in the U.S. who are comfortable collaborating virtually and occasionally traveling for customer or team meetings. This role will focus exclusively on identifying, developing, and closing opportunities to grow adoption of InsightRx solutions across new clinical areas, departments, and workflows.

This is a pure expansion role—not responsible for renewals—with a strong emphasis on executive engagement, cross-functional collaboration, and strategic account planning to unlock long-term growth.

Key Responsibilities:

  • Drive Strategic Expansion: Lead efforts to expand InsightRx footprint within existing accounts by surfacing unmet needs, introducing new solution areas, and securing buy-in from key stakeholders.

  • Build Executive & Clinical Relationships: Develop and maintain strong relationships with clinical, operational, and executive decision-makers to understand their strategic priorities and align InsightRx offerings accordingly.
  • Opportunity Development: Identify and qualify new commercial opportunities within current customers. Work cross-functionally to shape proposals and close expansion deals.
  • Customer Value Storytelling: Clearly articulate the clinical and operational value of InsightRx solutions in a way that resonates with target stakeholders and supports enterprise-wide adoption.
  • Cross-Functional Alignment: Collaborate with Product, Clinical Strategy, Marketing, and Customer Success to coordinate outreach strategies, tailor value messaging, and support expansion execution.
  • Account Strategy & Planning: Create and maintain strategic account plans that prioritize high-impact expansion opportunities and lay the groundwork for future growth.
  • Forecasting & Reporting: Maintain a clear view of expansion pipeline health and progress. Provide timely updates and insights to leadership on deal status, risks, and upside.

Qualifications:

  • 5+ years of experience in enterprise account management, strategic sales, or customer success, preferably within healthcare technology or life sciences
  • Proven track record of driving growth through expansion within complex health systems or IDNs
  • Strong executive presence and the ability to lead strategic conversations with clinical and operational stakeholders
  • Excellent communication, collaboration, and planning skills
  • Data-driven mindset with comfort presenting clinical and business outcomes
  • Experience with clinical decision support or precision medicine is a plus

What We Offer:

  • Competitive salary and performance-based incentives
  • Equity participation
  • Comprehensive medical, dental, and vision benefits
  • A collaborative, mission-driven team culture
  • Opportunity to be part of a high-growth company reshaping the future of medicine