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 .

Technical Product Manager, Reporting

Creatoriq · Toronto

CreatorIQ is the operating system for creator-led growth trusted by more than 1,300 global brands and agencies.

We’re on a mission to make businesses more human, and humans more impactful. We operate by our values — be intentional, pursue excellence every day, embrace the journey together, and be a good human — every day. CreatorIQ has earned the title of best companies to work for in multiple programs, including BuiltIn LA and NY. It’s been named a Fastest-Growing Company in North America on the Deloitte Technology Fast 500™ for four years, was named a leader in IDC MarketScape: Worldwide Influencer Marketing Platforms for Large Enterprises in 2025, was named a Leader by The Forrester New Wave™: Influencer Marketing Solutions, and has been consistently recognized by G2 as a Leader, and is rated 5 stars on Influencer MarketingHub. We operate in a flexible work model that combines both in-person and remote work to boost collaboration, enhance innovation, and adapt to individual work styles.

We're seeking passionate, innovative minds to join our journey. Be a part of our dynamic team and let's transform the industry together!

Technical Product Manager, Reporting

We’re on a mission to shake up the status quo, and we’re seeking passionate, innovative minds to join our journey. As a Technical Product Manager, Reporting, you’ll play a pivotal role in shaping the architecture and evolution of our reporting and analytics ecosystem. This role sits at the intersection of product vision, engineering execution, and data-driven decision-making. You’ll work closely with engineering, data, and design teams to build scalable reporting tools, optimize data flows, and ensure the technical health of our platform’s insights infrastructure.

In this role, you’ll get to:

  • Join the team owning CreatorIQ’s reporting product suite, including Campaign Reporting, Enterprise Dashboard, and Competitive Reporting, to help customers analyze and optimize their influencer marketing programs.

  • Support end-to-end product lifecycle for the Campaign and Program Reporting portfolio, from discovery through delivery and iteration.

  • Contribute to a customer-centric, data-informed product roadmap aligned with company objectives and measurable business outcomes.

  • Collaborate with data-focused stakeholders to integrate complex, large-scale data sources across the ecosystem while ensuring accuracy, consistency, and scalability of reporting capabilities across the CreatorIQ ecosystem.

  • Define and track key performance indicators to measure the success of reporting tools.

  • Work closely with engineering and design teams to ensure high-quality product delivery.

  • Conduct market research and competitive analysis to inform product strategy and roadmap.

  • Present product updates and insights to internal stakeholders and clients, ensuring alignment and clear communication of product vision and goals.

Who you are and what you’ll need for this position:

  • 3–5+ years of product management experience, with at least 2 years in a technical product role.

  • Background in data science, analytics, or software engineering.

  • Strong understanding of data analytics and reporting tools.

  • Familiarity with tools like Looker, Tableau, or custom reporting engines.

  • Solid grasp of SQL or other query languages; bonus if you understand ETL processes.

  • Experience working with engineers on APIs, data pipelines, or backend systems.

  • Experience working with large datasets and integrating multiple data sources.

  • Excellent project management and organizational skills.

  • Strong analytical background to seek data-driven rigor in decision-making

  • Strong communication and collaboration skills, with the ability to engage effectively with both technical and non-technical stakeholders.

  • Proven track record of delivering high-quality products on time and within scope.

  • Ability to work in a fast-paced, dynamic environment and manage multiple projects simultaneously.

  • Hands-on experience working with at least one OLAP-specific engine or analytical data warehouse technology (such as Apache Druid, ClickHouse, Amazon Redshift, Google BigQuery or Snowflake) to build scalable reporting solutions.

Confidence can sometimes hold us back from applying for a job. But we'll let you in on a secret: there's no such thing as a 'perfect' candidate. Have 50% of the criteria? Excited about this opportunity? Passionate about what we do at CreatorIQ? Please apply! CreatorIQ is a place where everyone can grow.

What you will get from us:

  • People: work with talented, collaborative, and friendly people who love what they do.

  • Guidance: utilize our learning platform to fully get the training and tools you’ll need to become successful here from your first day with us.

  • Surprise meal stipends: work from home can’t stop the enjoyment of someone else making a meal for you!

  • Work/life harmony: vacation, floating and set holidays, wellness allowance, and paid parental leave.

  • Medical insurance, life insurance, and business travel insurance

  • Stock options as part of our equity-sharing program.

  • Comprehensive perks program providing stipends for cell phone and internet, home office setup, mental wellness, professional development and tuition reimbursement, plus occasional company-funded meal opportunities throughout the year.

Who we are:

CreatorIQ is the AI-native operating system for creator-led growth. Trusted by more than 1,300 global brands and agencies—including Burson, Delta Air Lines, Google, LVMH, Nestlé, and Sephora—CreatorIQ unifies creator marketing across paid, owned, earned, commerce, and community into one seamless, enterprise-grade ecosystem. With industry-leading intelligence infrastructure, rigorous compliance and security standards, and integrations with Meta, Snapchat, TikTok, YouTube, and more, CreatorIQ empowers brands and agencies to harness the creator economy as a strategic growth engine. CreatorIQ is a global company headquartered in Los Angeles with offices in Austin, New York, San Francisco, London, Manila, and Warsaw. Learn more at www.creatoriq.com and follow us on LinkedIn and Instagram.

At CreatorIQ, we believe that diversity is the key to unlocking our full potential. We are committed to fostering an inclusive, equitable, and empowering work environment where everyone can thrive, regardless of race, ethnicity, gender, sexual orientation, age, religion, disability, or any other characteristic that makes us unique. By embracing our core values of being intentional, pursuing excellence every day, embracing the journey together, being a good human, and staying focused on what’s important, we create an atmosphere that promotes collaboration and growth. Join us to celebrate differences, innovate together, and be a part of a business that is disrupting the marketing industry.

Compensation, Benefits and Beyond:

We understand that a comprehensive benefits package plays a significant role in your overall compensation. To gain more insight into the various components of our total compensation, we invite you to review our benefits and perks.