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 .

Chief of Staff

Liberate · San Francisco, CA

Chief of Staff to the CEO

Location: Berkeley / San Francisco Bay Area (Hybrid)
Type: Full-Time
Reports to: CEO 

About Liberate

Liberate builds AI agents to automate manual tasks for the $2.7T insurance industry. We started with voice — the hardest and most valuable channel in insurance — and are now expanding into full workflow automation across sales, servicing, and claims. Our long-term vision is to build reasoning agents capable of handling the entire spectrum of insurance carrier and broker operations. We've raised $72M to date, including a $50M Series B in October 2025, backed by top-tier venture firms.

Role Overview

Liberate is hiring a Chief of Staff (CoS) to partner directly with the CEO to drive company-wide execution, operating cadence, strategic planning, and cross-functional alignment.

This role is ideal for someone who thrives in a high-growth, ambiguous environment, enjoys being at the center of decisions, and has the ability to convert strategy into action. You will serve as a force multiplier for the CEO—helping Liberate scale intelligently while maintaining focus on the highest-impact initiatives.

What You’ll Do

1) CEO Leverage & Operating Cadence

  • Build and run the CEO’s operating rhythm across leadership meetings, offsites, strategic reviews, board prep, and key internal communications
  • Create high-quality briefings, meeting notes, and decision memos
  • Track and drive closure on CEO priorities and commitments across teams

2) Strategic Planning & Execution

  • Partner with the CEO and exec team on annual and quarterly planning (OKRs / KPIs / operating plan)
  • Translate high-level strategy into a clear execution roadmap
  • Help identify and resolve constraints and execution bottlenecks quickly

3) Cross-Functional Leadership & Business Operations

  • Lead special projects across Product, Engineering, Go-to-Market, Partnerships, Customer Success, and Finance
  • Improve internal processes and systems as the company grows (e.g., metrics dashboards, program management, internal tooling)
  • Own outcomes across high-priority programs—even when there’s no clear owner

4) Data, Metrics, and Insight

  • Build dashboards and reporting mechanisms to give leadership clarity on performance
  • Develop business insight: customer adoption, sales pipeline health, delivery speed, retention/expansion drivers
  • Support investor updates and board reporting

5) Internal & External Communications

  • Support CEO communications: internal updates, narrative, strategic messaging
  • Help prepare for investor and customer meetings (briefs, talking points, slides)
  • Represent the CEO internally—ensuring decisions are clearly communicated and executed

Who You Are

You’re a highly capable operator with strong judgment and elite follow-through. You can shift from strategy to detail seamlessly, communicate clearly, and build trust across teams quickly.

Qualifications (Required)

  • MBA from a top school
  • 5–10+ years of experience in CommunicationsProduct, strategy, business operations, consulting, or high-growth startup leadership roles
  • Strong executive communication skills (written and verbal)
  • Demonstrated ability to run cross-functional programs and drive outcomes through influence
  • Analytical mindset with comfort using data to support decisions
  • High discretion, integrity, and ability to manage sensitive information

Preferred Qualifications

  • Experience in B2B SaaS, enterprise AI, or regulated industries (insurance/fintech/healthcare)
  • Experience working directly with founders/CEOs at growth-stage companies
  • Comfortable operating in a fast-paced, evolving environment with minimal structure

Why Join Liberate

  • Work directly with the CEO and leadership team to shape the company’s strategy and operating model
  • Make high-impact contributions across product, customers, partnerships, and growth
  • Be part of a mission-driven team modernizing one of the largest industries in the world
  • Competitive compensation, equity, and benefits

Compensation information: $200,000 to $280,000