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 .

Cloud Tech Lead

Medibank Private · United States

You’re only human.   

It’s a strange thing to say, because us humans are capable of incredible things. And at Medibank, we know our greatest potential lies in the people who work with us.   

 

We strive to make real, fundamental change, driven by a simple purpose: to create the best health and wellbeing for all of Australia.  

 

Key purpose of the role 

 

The Cloud Tech Lead plays a key role in shaping how Medibank designs, builds and runs its cloud platforms. You’ll lead and support a team of Cloud Engineers to deliver secure, reliable and cost‑effective cloud environments, while working closely with technology and business partners to achieve great outcomes together. 

 

Your impact? 

 

  • In this role, you’ll combine hands‑on technical expertise with people leadership and collaboration. You’ll: 
  • Lead and mentor a team of Cloud and DevOps Engineers, helping them grow their capability and deliver quality outcomes 
  • Design and guide cloud architecture across AWS ensuring solutions are secure, scalable and aligned to best practices 
  • Drive automation using Infrastructure as Code and CI/CD pipelines to improve consistency and efficiency 
  • Work closely with application teams and stakeholders to understand needs and translate them into practical cloud solutions 
  • Oversee cloud operations, including availability, monitoring, cost optimisation and adherence to governance and security standards 

 

Key skills / strengths 

 

We’re open to people from different backgrounds who bring strong, transferable skills. Experience that would help you succeed includes: 

  • Strong hands‑on experience with public AWS cloud platforms (Azure advantageous). 
  • Proven ability to design and deploy cloud environments using Infrastructure as Code (e.g. Terraform, Ansible or similar) 
  • Experience with container, serverless and platform services in a production environment 
  • Confidence leading or mentoring others, and sharing knowledge in a supportive way 
  • Clear communication skills and the ability to collaborate with both technical and non‑technical stakeholders 
  • A proactive, curious approach and a desire to continuously improve how things are done 
     

 

Imagine working with us 

We understand that work means different things to everyone...  We know happy, healthy people make great teams, and great teams put more heart into each customer and patient interaction. And thats why were reinventing work.    

Imagine a workplace that helps you and your family thrive.  Where connection, personal development and health and wellbeing are front of mind. To learn more about our benefits go to https://careers.medibank.com.au/culture/rewards-benefits/

 

For you, work should help you Live Better. It should bring you fulfillment and joy. And with Medibank, it could. 

 

Inclusion and Accessibility  

We believe in everyone's potential and strive to make Medibank inclusive for all because different perspectives make us better. We encourage applications from everyone, including Aboriginal and Torres Strait Islander peoples, neurodivergent candidates, LGBTQIA+ community including transgender and gender diverse candidates and candidates with a disability.

 

If you need adjustments or alternative formats at any stage of the recruitment or employment journey, we’re here to help.  You can let us know directly in the application form, or if you’d prefer to discuss before applying, please reach out to us [email protected] or (03) 8622 5666. Learn more about our commitments and employee stories at https://careers.medibank.com.au/diversity-inclusion/(please copy and paste the URL onto your browser)

 

Medibank proudly recognised as Best Enterprise Organisation, 2026 AFR BOSS Best Places to Work