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 Manager, Growth

Datacamp · London, United Kingdom

About DataCamp

DataCamp powers data and AI transformation. With DataCamp, individuals, teams, and organizations of any size can learn the data and AI skills they need to thrive in the 21st century. With over 17M learners and 6,000+ organizations learning daily, DataCamp is a market leader in bridging the data and AI skills gap. Whether you’re fostering enterprise-wide data and AI literacy, developing core data skills, adopting generative AI, switching data warehouses, or navigating the cloud transition—DataCamp offers tailored learning programs to meet your organization’s unique needs.

About you

At DataCamp, we seek individuals who embody our core values of data-driven decision-making, action, transparency, ownership, and customer focus. You thrive in a fast-paced, high-performing environment and are driven by a passion for making a meaningful impact. You're adaptable, embracing change and ambiguity with enthusiasm. Your initiative and entrepreneurial spirit push you beyond just meeting targets—you aim to understand the "why" behind our goals and take ownership to drive the business forward. You’re a collaborative team player who values transparency and always seeks to improve and innovate. If this sounds like you, we encourage you to apply! This role can be based in either Belgium OR Portugal

Responsibilities:

  • Drive net-new registered users and subscribers by identifying and scaling the highest-leverage levers across the acquisition funnel. Stand up and scale acquisition channels (or materially improve existing ones 
  • Own growth initiatives end-to-end: problem framing, business case, execution, and optimization. No hand-offs. You carry it until the metric moves. No “strategy hand-offs.”
  • Solve commercially important problems across the business, from monetization model experiments to campaign cadence to new channel launches.
  • Run scenario planning, ROI modeling, and portfolio trade-offs that help to make the right decisions.
  • Lead cross-functionally across product, engineering, data, and marketing through clarity and credibility, not authority.

Qualifications:

We’re looking for unusually versatile generalists who can go deep across multiple areas when needed—analytics, channel execution, creative problem-solving, and shipping

  • You would self-describe yourself as a barrel
  • Ideally 2 to 4 years at top consultancy (McKinsey, Bain, or BCG).
  • Prior startup or scale-up experience is strongly preferred. We want people who already know what it feels like to operate without a safety net, not just advise those who do.
  • Data-driven by default. You build models before you build opinions. You pressure-test assumptions with data, not intuition.
  • Action-oriented. You have a bias toward doing. You'd rather ship something imperfect and iterate than spend another week refining the analysis.
  • High agency + high urgency. You don't wait for a brief, a manager's nudge, or perfect information. You identify what matters, make a call, and move.
  • You've delivered outcomes before, not just analyses. We'll ask for specific examples where your work directly changed a result, not just informed a decision-maker.
  • Clear communicator. You can make a complicated trade-off understandable to an executive in two minutes, and you can write a brief that a cross-functional team can act on without a follow-up meeting.
  • You have a strong learning “diet” (podcasts/books/newsletters). We’ll ask what you’re consuming and—more importantly—what you’ve applied recently. 

Why Datacamp? 

Joining DataCamp means becoming part of a dynamic, creative, and international start-up. Here are just a few of the reasons why you’ll love being on our team:

  • Exciting challenges: Face new technical challenges daily, keeping your work engaging and rewarding.
  • Competitive compensation: We offer a competitive salary with attractive benefits.
  • Flexibility: Benefit from flexible working hours because the future is flexible! 
  • Continuous learning: Access a yearly learning budget for conferences & training to support your professional growth.
  • Global retreats: Participate in international company retreats, fostering a global team spirit.
  • Equipment: Yearly refreshment of your IT Equipment budget for your home working setup.
  • Amazing team: Collaborate with a truly exceptional team—seriously, we’re awesome!
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