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 .

Creator Operations Specialist

AppLovin · Singapore

Employee Regular

About AppLovin

AppLovin makes technologies that help businesses of every size connect to their ideal customers. The company provides end-to-end software and AI solutions for businesses to reach, monetize and grow their global audiences. For more information about AppLovin, visit: www.applovin.com.

To deliver on this mission, our global team is composed of team members with life experiences, backgrounds, and perspectives that mirror our developers and customers around the world. At AppLovin, we are intentional about the team and culture we are building, seeking candidates who are outstanding in their own right and also demonstrate their support of others.

Fortune recognizes AppLovin as one of the Best Workplaces in the Bay Area, and the company has been a Certified Great Place to Work for the last four years (2021-2024). Check out the rest of our awards HERE.

About the Role


We are launching a new social platform dedicated to the relatable, actionable content that people use to navigate their daily lives. While backed by a global organization, this is a "day one" initiative for the US market where you will move from maintaining existing systems to building them. We are looking for an experienced Creator Operations Manager to own the domestic creator strategy, providing a rare opportunity to shape a new platform's culture and operational DNA from the ground up.


A Day in the Life

  • Oversee the end-to-end lifecycle of US creator onboarding, incubation, and operational workflows to ensure high-quality content production.

  • Develop and implement data-driven strategies to drive creator growth, engagement, and sustainable monetization within the platform.

  • Manage high-level partnerships, performance analytics, and platform compliance to ensure a safe and successful environment for our creators.

  • Collaborate with global cross-functional teams to streamline operations and scale the US creator program effectively.


The Impact You’ll Make

  • Build a content foundation that drives daily active use and long-term retention of our feed product.

  • Establish scalable processes for content production, curation, and supplier management across markets.

  • Influence product development with a deep understanding of what makes content engaging in a feed environment.

  • Help shape AppLovin’s role in the global creator and content ecosystem.


Who You Are

  • Bachelor’s degree or above with at least 3 years of creator operations or community management experience specifically within the US market.

  • Deep understanding of US lifestyle content trends and a proven ability to manage creator and KOL operation methodologies.

  • Exceptional communication and negotiation skills with the ability to manage complex cross-functional projects.

  • Strong logical thinking and data analysis capabilities with the self-drive to execute in a high-pressure environment.

  • Experience working within a global or international team while maintaining a focus on the domestic US remit.


Why Join This Venture

  • This is more than a content role—it’s a chance to define the voice and vision of a new global product inside an industry leader.

  • Enjoy the autonomy and impact of a startup, backed by AppLovin’s resources, technology, and expertise.

  • Work with a lean, talented team that values speed, creativity, and ecosystem-thinking.

  • High visibility into how content drives product growth, with opportunities to shape strategy from day one.


AppLovin has become aware of a scam targeting jobseekers with fake “app optimization” and similar roles.  We do not ask our candidates to download apps or make any form of payment(s). AppLovin works with applicants through our Careers page and applovin.com email addresses. If you are contacted through other unofficial channels (such as WhatsApp or Telegram) or asked to download an app or make a payment, these contacts are not legitimate. Confirm the information here and contact us directly with any questions.
 
AppLovin is proud to be an equal opportunity employer that is committed to inclusion and diversity. All applicants will be considered for employment without attention to race, color, religion, sex, sexual orientation, gender identity, national origin, veteran or disability status, or other legally protected characteristics. Learn more about EEO rights as an applicant here.
 
If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send us a request at [email protected].
 
AppLovin will consider for employment all qualified applicants with criminal histories in a manner consistent with applicable law.  If you’re applying for a position in California, learn more here.
 
To support an efficient and fair hiring process, we may use technology-assisted tools, including artificial intelligence (AI), to help identify and evaluate candidates. All hiring decisions are ultimately made by human reviewers.

Please read our Global Applicant Privacy Notice to learn more about how AppLovin processes your personal information. 
 
 
 
 
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