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 .

Explore Careers at CSL

CSL Limited

Explore Careers at CSL

Pictured: CSL Seqirus employee in Australia

Build a Career with Purpose at CSL

We offer more than just jobs—we offer Promising Futures.

 Every role here is connected to our promise: to save lives and protect public health. Whether you're a scientist, engineer, communicator, or strategist, your work contributes to something bigger—delivering innovative therapies that make a real difference for people around the world.

Across our global network, CSL is home to passionate professionals in research, manufacturing, quality, supply chain, enabling functions, and more. No matter your background or expertise, you’ll find opportunities to grow, lead, and thrive in a culture built on integrity, collaboration, and innovation.

Explore our job families below to discover how your skills can help shape the future of healthcare.

Corporate & External Affairs at CSL

In Corporate & External Affairs, we shape policy, drive advocacy, and tell CSL’s story with purpose. Our work builds trust, strengthens relationships, and ensures our voice is heard across communities, governments, and global health networks.

Shape Policy. Amplify Purpose. Expand Our Impact.

At CSL, your voice has power—and your work in Corporate & External Affairs (CEA) helps ensure its heard. As part of this global team, you’ll help shape policy, drive advocacy, and tell CSL’s story with purpose and precision.

In CEA, we bring together experts in government affairs, public policy, communications, and intelligence to strengthen CSL’s influence and deliver lasting value—for our business, our people, and the communities we serve. Your work will align closely with CSL’s global priorities, helping us navigate complexity and champion the needs of patients and public health.

Whether you’re building partnerships, crafting narratives, or guiding strategic decisions, you’ll be part of a collaborative, forward-thinking environment that empowers you to lead change and grow your career.

Explore how your skills can help expand CSL’s global impact.

Explore CEA Careers at CSL

Quality

Quality professionals at CSL are the guardians of trust. From research to release, they ensure every product meets the highest standards of safety, efficacy, and reliability—protecting patients and powering global health.

Safeguarding Every Step

At CSL, quality is more than a standard—it’s a promise. Our Quality professionals are the guardians of trust, ensuring that every therapy we deliver is safe, effective, and reliable. From early research to final product release, your work helps protect patients and power global health.

Whether you're auditing processes, analyzing data, or leading regulatory inspections, you’ll play a critical role in upholding the highest standards across R&D, plasma collection, manufacturing, and testing.

In Quality at CSL, precision meets purpose. You’ll be part of a collaborative, forward-thinking team where your expertise ensures that innovation translates into impact—safely, consistently, and at scale.

Explore how your skills can help safeguard the future of healthcare.

Explore Quality Careers at CSL

Research & Development

R&D at CSL is where discovery drives impact. Our scientists and innovators collaborate globally to turn bold ideas into breakthrough therapies that address some of the world’s most complex health challenges.

Where Discovery Drives Impact

Innovation starts here. At CSL, our Research & Development teams are advancing science to solve some of the world’s most complex health challenges. From early discovery to clinical development, you’ll collaborate with global experts to bring breakthrough therapies to life.

Our R&D environment is built for curiosity, creativity, and real-world impact. You’ll be empowered to explore bold ideas, experiment safely, and turn scientific breakthroughs into life-changing solutions for patients around the world.

If you're driven by discovery and passionate about improving lives, CSL offers the resources, support, and mission to help you shape the future of healthcare.

Explore how your ideas can lead to real-world impact.

Explore R&D Careers at CSL

Manufacturing

Manufacturing at CSL is where precision meets purpose. Our teams operate advanced technologies and global standards to produce life-saving therapies with safety, care, and consistency. Every shift contributes directly to improving lives around the world.

Precision with Purpose

At CSL, manufacturing is more than production—it’s purpose in action. Our Manufacturing teams are the engine behind our life-saving therapies, ensuring every product is made with precision, safety, and care.

From large-scale biologics to plasma-derived therapies, you’ll work with cutting-edge technology and global standards to deliver high-quality treatments to patients around the world. Whether you're operating advanced systems, optimizing processes, or driving continuous improvement, your role is essential to our mission.

Here, operational excellence meets human impact. You’ll be part of a collaborative, future-focused team that values your expertise, supports your growth, and empowers you to make a difference—every shift, every day.

Explore how your skills can help power a healthier tomorrow.

Explore Manufacturing Careers at CSL

Medical Affairs

Medical Affairs bridges science and strategy at CSL. We translate clinical knowledge into actionable insights, build trusted relationships with healthcare professionals, and ensure global strategies are tailored to local needs.

Bridge Science and Strategy

At CSL, our Medical Affairs team plays a vital role in translating science into strategy. Acting as clinical and scientific connectors, we generate insights, build trusted relationships with healthcare professionals, and ensure that global strategies are effectively adapted to meet local needs.

From informing product development to supporting patient care, Medical Affairs drives impact across our portfolio. You’ll collaborate across functions, contribute to evidence generation, and help shape decisions that improve lives around the world.

If you're passionate about advancing science, influencing strategy, and making a difference in patient outcomes, CSL offers a unique opportunity to grow your career while contributing to meaningful change.

Explore how your expertise can help shape the future of healthcare.

Explore Medical Affairs Careers at CSL

Supply Chain

CSL’s Supply Chain team ensures therapies reach patients with precision, speed, and care. From planning and sourcing to logistics and analytics, we drive innovation and reliability across global operations.

Be the Link That Saves Lives

At CSL, our Supply Chain team ensures that life-saving therapies reach patients with precision, speed, and care. From demand forecasting and strategic sourcing to seamless logistics and data-driven planning, your work helps power a smarter, more agile supply chain that supports global health.

You’ll be part of a team that thrives on innovation, collaboration, and continuous improvement. Whether you're optimizing distribution networks, managing procurement, or leveraging analytics to enhance precision, your contributions directly impact lives around the world.

If you're passionate about making a difference in a fast-paced, purpose-driven environment, CSL is where your supply chain career can thrive—and where your work truly matters.

Explore how your expertise can help deliver on our promise to patients.

Explore Supply Chain Careers at CSL