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 .

Sales Trainer, LATAM

Spotify · Mexico City

Sell what you love. For us and millions of users across the globe, that’s Spotify. Join the Sales team and you’ll build the relationships that help grow our business in existing markets and beyond. We don’t just sell creative solutions to our clients and partners, we help to shape them; using our expert knowledge of ad products, sales channels and the industry to impact the way the world experiences music and podcasts. 

Our Ad Sales Training & Enablement team helps Spotify’s global Sales organization perform at its best. We design and deliver learning experiences that keep our sellers confident, informed, and customer-focused. Working closely with Sales Leadership, Product Marketing, and Business Marketing, we build programs that support growth across Spotify’s evolving advertising business.

Our Ad Sales Training & Enablement team helps Spotify’s global Sales organization perform at its best. We design and deliver learning experiences that keep our sellers confident, informed, and customer-focused. Working closely with Sales Leadership, Product Marketing, and Business Marketing, we build programs that support growth across Spotify’s evolving advertising business.

Spotify is an equal opportunity employer. You are welcome at Spotify for who you are, no matter where you come from, what you look like, or what’s playing in your headphones. Our platform is for everyone, and so is our workplace. The more voices we have represented and amplified in our business, the more we will all thrive, contribute, and be forward-thinking! So bring us your personal experience, your perspectives, and your background. It’s in our differences that we will find the power to keep revolutionizing the way the world listens.

At Spotify, we are passionate about inclusivity and making sure our entire recruitment process is accessible to everyone. We have ways to request reasonable accommodations during the interview process and help assist in what you need. If you need accommodations at any stage of the application or interview process, please let us know - we’re here to support you in any way we can.

Spotify transformed music listening forever when we launched in 2008. Our mission is to unlock the potential of human creativity by giving a million creative artists the opportunity to live off their art and billions of fans the chance to enjoy and be passionate about these creators. Everything we do is driven by our love for music and podcasting. Today, we are the world’s most popular audio streaming subscription service.

What You'll Do:

  • Partner with sales leaders to shape and deliver training strategies for LATAM teams, with a focus on Mexico and Brazil
  • Lead engaging onboarding sessions for new hires, both virtually and in person
  • Collaborate with Product Marketing and Business Marketing to enable teams on new ad products and positioning
  • Design and facilitate interactive workshops that build core sales and account management skills
  • Assess learning needs and create clear, practical training materials that support day-to-day work
  • Provide coaching that helps sales team members grow their confidence and impact
  • Measure program effectiveness and use insights to continuously improve learning experiences

    • Who You Are:

  • You have 2+ years of experience in sales training, enablement, or a related field
  • You understand the digital media landscape, including programmatic advertising and/or social platforms
  • You know how to facilitate sessions that are engaging, inclusive, and tailored to different learning styles
  • You have experience building end-to-end training programs, from needs assessment to delivery
  • You build strong relationships with stakeholders across teams and levels
  • You communicate feedback clearly and supportively, helping others grow
  • You stay organized and manage multiple projects across regions with ease
  • You have experience in sales or media buying
  • You are fluent in Spanish and English, and you have working proficiency in Portuguese

    • Where You'll Be:

  • This role is based in Mexico City
  • We offer you the flexibility to work where you work best! There will be some in person meetings, but still allows for flexibility to work from home. We ask that you come in 2 times per week.
    • View full listing