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 .

Senior GTM Recruiter (UK)

LangChain · London

About LangChain

At LangChain, our mission is to make intelligent agents ubiquitous. We build the foundation for agent engineering in the real world, helping developers move from prototypes to production-ready AI agents that teams can rely on. We began as widely adopted open-source tools and have grown to also offer a platform for building, evaluating, deploying, and operating agents at scale.

Today, LangChain, LangGraph, LangSmith, and Agent Builder are used by teams shipping real AI products across startups and large enterprises. Millions of developers trust LangChain to power AI teams at companies like Replit, Clay, Coinbase, Workday, Lyft, Cloudflare, Harvey, Rippling, Vanta, and 35% of the Fortune 500.

With $125M raised at Series B from IVP, Sequoia, Benchmark, CapitalG, and Sapphire Ventures, we’re at a stage where we’re continuing to develop new products, growth is accelerating, and all team members have meaningful impact on what we build and how we work together. LangChain is a place where your contributions can shape how this technology shows up in the real world.

About the role

We are looking to hire an experienced full-life cycle GTM Recruiter to support the organization through its growth. As a GTM Recruiter, you’ll immediately dive into recruiting high-priority roles: AE’s, Deployed Engineering, and Technical Support. You'll be a driving force in partnering with key stakeholders, and hiring top talent by focusing on sourcing, engaging, and closing GTM talent.

  • Own and drive the full-cycle recruiting process for GTM and business roles, from strategic sourcing to offer negotiation and closing.

  • Partner closely and effectively with hiring managers to understand role requirements and maintain alignment throughout the hiring process.

  • Develop and execute sophisticated sourcing strategies to attract senior-level and specialized GTM talent, leveraging outbound sourcing, talent mapping, and warm networks to meet aggressive hiring goals.

  • Effectively engage, screen, and close top-tier talent, ensuring an outstanding candidate experience throughout.

  • Provide exceptional candidate experience and high-touch relationship management, particularly with senior-level and passive candidates.

How to be successful in this role

  • 5+ years of full-cycle recruiting experience, with a deep focus on GTM and business roles (Sales, Marketing, Customer Support, and Revenue Operations), ideally in high-growth or mid-stage startup environments.

  • Strong business acumen and understanding of GTM org structures and roles, enabling you to speak credibly with candidates and hiring leaders alike

  • You can craft strong value propositions across Sales, GTM, and technical roles alike

  • A collaborative and effective communicator who can build strong relationships with hiring managers and candidates alike — able to build trust and influence at all levels.

  • Proven track record of high-velocity recruiting in fast-paced, high-demand environments for hard to fill positions

  • Highly execution-oriented, with excellent organization, prioritization, and closing skills

Compensation & Benefits

  • We offer competitive compensation that includes base salary, meaningful equity, and benefits such as health and dental coverage, flexible vacation, a 401(k) plan, and life insurance. Actual compensation will vary based on role, level, and location. For team members in the EU and UK, we provide locally competitive benefits aligned with regional norms and regulations.