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 .

Mr D - Software Engineer (Android)

Takealotcom · Cape Town

Mr D, a division of the Takealot Group, is seeking a highly talented Software Engineer (Android) to join our team in Cape Town and craft the ultimate mobile experience for our thousands of daily active users. Be part of our mission to revolutionise the mobile eCommerce and food delivery landscape in South Africa.

Think you’ve been challenged before? Think again!

  • Scale: Show the millions of Mr D customers what you can do.
  • Learn: We work with the best of the best, and then some. Code alongside industry leaders and upskill in record time. 
  • Grow: Expand your career in the fast-growing Takealot Group: takealot.com and Mr D. We like to promote from within: Here’s your chance. 

Who’s who in the tech space:

This position reports to an Engineering Manager. 

Your mission, should you choose to accept it:

  • Take ownership, build and maintain our bleeding edge mobile eCommerce Android application.
  • Design, develop and test code written in Java/Kotlin.
  • Apply best practice and ensure stability and security of the applications.
  • Monitor and profile application performance.
  • Take part in daily standup; manage your time and workload effectively.
  • Collaborate with creative, content and engineering teams to design and develop a world-class Android application.
  • Publish applications to the Google Play Store.

The skills we need:

  • Strong Computer Science and programming fundamentals.
  • Experience architecting, developing, testing and maintaining Android mobile applications.
  • Experience with network requests to RESTful APIs (JSON) using best practice.
  • Full understanding of the Android application, activity and fragment life-cycles.
  • Appreciation of Android-specific asynchronous processing techniques.
  • Knowledge and appreciation of Android user experience design patterns.
  • Experience using GIT, Jira and Confluence.
  • Experience developing in an Agile team environment.
  • Be accountable, engaging and inventive.
  • Work alongside a QA engineer regarding testing and product finalisation.

Qualifications & Experience: 

  • Bachelor's Degree or Advanced Diploma in Computer Science, Engineering or related field with a minimum of 3 years experience in a software development role. In the absence of a degree or diploma, a minimum of 6 years of equivalent experience in a software development role is required.
  • Preferred experience: Familiarity with Figma and Photoshop, as well as Google Maps, Firebase, and Braze.

Let’s talk about life @ Mr D 

  • The power is in your hands: We offer a market-related, Total Remuneration Package which allows full flexibility according to your needs. Go on, be the master of your own destiny.
  • No doors: We aren’t fans of stuffy offices or siloed work environments. See someone you like? High five, collab and make something great.
  • Remote working: Love water cooler chats and working from home? We offer a hybrid working model for the best of both worlds.
  • Mentorship programme: We aren’t kidding when we say the people with the best people win. Now’s your chance to be one of the best, by learning from the best.
  • Naspers Tech Community & Online Learning: Share ideas and grow with global industry leaders who are all just a Slack message away. Love to learn? Up-skill with free access to courses on MyAcademy, Udacity, Coursera and more.
  • Good times: Get to know the other extraordinary minds in the takealot group during regular social events and out-of-office activities (think hikes, think mini golf, think good times).
  • Birthday leave: Cake Day all the way. Enjoy your day off - you deserve it. 
  • Right tools, right job: Mac or Windows, two monitors or one. Whatever your preference, you’ll work on the latest tech, off the latest tech.
  • Help when you need it most: Confidential counselling, legal support and financial guidance, for free, anytime, anywhere. 
  • Tech stack (for days): Angular, Python, Kotlin, Swift, AWS, Kafka, Redis, Docker, Kubernetes, IOT and all things machine learning. If you build it, they will come.
  • Free parking: No more 5km fun runs to your desk (unless you want to). 

Like what you see? 

If you meet the above you are an Extraordinary Mind. Apply today!!

Mr D  is an Equal Opportunity Employer. Applicants from previously disadvantaged groups and people with disabilities will be given preference