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 .

Enterprise Account Executive

Engflow · San Francisco

This is a fully remote opportunity based in the US.

At EngFlow, we help developers save time by accelerating software builds and tests. Our cloud-based, distributed service optimizes developer workflows through remote execution and caching, improving efficiency, productivity, and product quality.

Backed by top investors, EngFlow is redefining how companies build software and ship well-tested products. Our solutions speed up builds by a factor of 10 or more, while our observability platform provides actionable insights for optimization. Founded by key contributors to Bazel, we build tools that empower engineering teams—from startups to Fortune 500 companies—to enhance developer velocity and improve build performance.

Learn more about our mission, culture, and team: EngFlow | Video

We’re looking for a driven and technically curious Enterprise Account Executive to join our high-performing Sales team. In this role, you’ll own the entire sales cycle—from outbound prospecting to close—working closely with prospects to understand their build and developer productivity challenges and show how EngFlow can solve them. You’ll play a key role in growing our customer base, refining our sales motion, and shaping the future of our go-to-market strategy.

Key Responsibilities:

  • Identify, engage, and close new enterprise customers in your territory

  • Own and drive the full sales cycle: prospecting, qualification, product demos, proposal, negotiation, and close

  • Use MEDDICC and a value-based sales approach to ensure deal quality and predictability

  • Collaborate with Sales Engineering, Customer Success, and Product teams to deliver exceptional value to prospects

  • Build strong relationships with engineering leaders and decision-makers

  • Track and manage opportunities in CRM and forecast pipeline accurately

  • Contribute to improving sales processes, messaging, and market positioning

What you will have with EngFlow:

  • Work with a brilliant, humble, and supportive team

  • Help build a category-defining product in the Dev Experience space

  • Travel occasionally for customer meetings and team retreats around the world

  • Competitive compensation, equity, and benefits

  • Autonomy, ownership, and room to grow in your career

Requirements

  • 3+ years of experience in a quota-carrying role selling technical software (SaaS, DevTools, Cloud, or related)

  • Strong understanding of DevOps, developer tooling, or build systems is a big plus

  • Proven track record of landing and expanding enterprise accounts

  • Skilled at navigating technical audiences and C-level stakeholders

  • Experience using MEDDICC or similar qualification frameworks

  • Self-starter with strong communication, organization, and execution skills

  • Passion for improving the developer experience and productivity

Benefits

Package that includes base+commision. We offer comprehensive medical, dental, vision benefits, 401k/pension, parental leave and generous vacation. The team is fully remote but we enjoy meeting together several times a year at exciting destinations throughout the world. We value getting the work done and having fun while doing it, and have done numerous fun team events such as chocolate, whisky, and tea tastings, monthly team games, escape the room, and other fun events.