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 .

Field Engineering Manager

Cursor (Anysphere) · SF / NY

Our mission is to automate coding. The first step in our journey is to build the best tool for professional programmers, using a combination of inventive research, design, and engineering. Our organization is very flat, and our team is small and talent dense. We particularly like people who are truth-seeking, passionate, and creative. We enjoy spirited debate, crazy ideas, and shipping code.

About the role

We’re hiring a Field Engineering Manager, West to build and lead a high impact pre-sales Field Engineering team supporting our fastest growing enterprise accounts. This role sits at the intersection of Sales, Product, and Engineering and is responsible for ensuring our technical pre-sales motion scales with quality, speed, and credibility.

As the Field Engineering Manager, you’ll manage and develop Field Engineers who partner closely with AEs to run technical discovery, demos, and proofs of concept. You’ll also stay close to customers and deals yourself, coaching in real time, unblocking complex evaluations, and ensuring Cursor is positioned as the best AI-native development platform on the market.

This is a hands-on leadership role for someone who combines technical fluency, strong people management, and excellent cross-functional judgment.

What you’ll do

  • Lead, coach, and scale a team of Field Engineers supporting enterprise opportunities across the West region

  • Partner closely with Sales leadership and AEs to drive high quality technical discovery, demos, and POCs

  • Establish best practices for evaluations, proof-of-concept execution, and technical deal strategy

  • Serve as an escalation point for complex customer evaluations and high-stakes enterprise deals

  • Hire, onboard, and develop top-tier Field Engineering talent; set clear expectations and career paths

  • Act as the voice of the field internally, feeding customer and prospect insights back to Product and Engineering

  • Ensure tight handoffs with post-sales teams to support successful customer onboarding and adoption

  • Maintain deep knowledge of Cursor’s product, roadmap, and competitive landscape

You may be a fit if

  • Have 4+ years experience leading Field Engineers, Solutions Architects, or Pre-Sales teams in enterprise software

  • Strong technical foundation and fluency in modern software development workflows, AI tooling, and developer productivity

  • Proven ability to partner effectively with Sales while maintaining technical integrity and customer trust

  • Comfortable operating in customer-facing, high-pressure deal environments and guiding teams through complexity

  • Strong communication skills and executive presence, able to engage developers, architects, and CTOs

  • Builder mindset: thrives in fast-moving, startup environments and enjoys creating structure where little exists.