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 Project Manager – Asia-Pacific

Cogstateinc · Remote - Australia

At Cogstate, we’re advancing the science of brain health - making it faster, easier, and more accurate to assess cognition across clinical trials, healthcare settings, and everyday life.

Our digital cognitive assessments are trusted by researchers, clinicians, and pharmaceutical partners around the world, helping to drive breakthroughs in neuroscience and improve outcomes for people living with neurological conditions. Founded on decades of cognitive science and backed by rigorous validation, Cogstate’s assessments are used in more than 150 countries and over 2,000 clinical trials.

Our global team of experts - spanning psychology, data science, operations, and technology - works together to solve complex challenges in brain health assessment, always with a patient-first mindset. Whether we’re supporting a multinational Alzheimer’s trial or developing tools to bring cognitive testing into routine care, our work is meaningful, collaborative, and constantly evolving. 

At Cogstate, we’re not just imagining the future of brain health - we’re building it.

That’s why we’re seeking a Sr. Project Manager, Asia-Pacific accountable for cross-functional oversight and delivery of Cogstate services on a group of studies with sponsors and/or sites located in the Asia-Pacific Region (APAC), with the primary focus on Japan. The SPM will work closely with Cogstate’s strategic partners in the region to support Business Development and delivery. 

The SPM will have strong Project Management skills, strong customer and end-user relationship management skills, and have deep knowledge of Cogstate delivery methods to be able to deliver across Cogstate functional areas independently.  The SPM will collaborate with colleagues in other regions who may not be available during standard Asia-Pacific working hours.  The SPM is responsible for study reporting, maintaining successful relationships with the study sites/raters/CRAs/sponsors, and delivering quality management and oversight for all assigned clinical trial programs.  The SPM is also responsible for working with Business Development (BD) from Cogstate and partners and working with them and the Proposals Management group to deliver proposals on time and to represent Cogstate in customer facing meetings.  The SPM may organize governance for partner work in the region and strategic customers as they develop. 

The role involves gathering feedback and metrics from sponsors and local teams to improve process and align with teams in other regions. Travel to sponsors in Japan for face-to-face meetings is required.  The role will require extensive written and phone interactions between all office locations (US and UK), as well as with customers in English and Japanese.   

This position may include people management of up to 8 direct reports in the future.

Key Responsibilities

  • Manage client relationships as main POC for individual and some portfolios of studies.
  • Independently lead Cogstate’s APAC Clinical Trials.
  • Collaboratively manage global clinical trials with APAC presence.
  • Attending Investigator Meetings (as needed) and ensuring Cogstate is well represented.
  • Work in an Agile environment with Portfolio Teams, and work across established Portfolio Teams to represent APAC.
  • Establish an APAC focused Portfolio Team.
  • Oversight of resourcing and financials across a Portfolio of Projects
  • Invoice for assigned projects based on expected timelines and understanding of project progression.