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 Python Developer

Zocks · Budapest

Company Overview:
We're Zocks, a venture capital-backed AI startup changing the world of financial services, and other industries that value security and privacy. Our founding team built their careers working on real-time communication products, building enterprise platforms, and crafting tools for some of the most security-conscious industries. With experience gained from industry leaders like Twilio, IBM, Microsoft, and Hearsay Systems, we're using AI to bridge human conversations with enterprise systems, starting with financial services. 

Our focus, although simple, is powerful: reinventing business operations and transforming the areas that often get bogged down by slow, inefficient processes. Our innovative platform allows people to communicate naturally, while we capture the information they need, so they can avoid data entry, streamline their operations, and spend more time on what matters most: their clients.

Location: Budapest, XI. (On-site Monday to Thursday, Remote on Fridays)

Why we're hiring for this role: As we continue to grow and evolve, we're seeking a Software Engineer with at least 4 years of experience to join our dynamic team of developers. We are looking to expand our team with someone who can bring fresh perspectives, advanced technical skills, and a passion for innovation. You will play a crucial role in driving forward our projects, enhancing our product offering.
Why we're hiring for this role: As we continue to grow and evolve, we're seeking a Software Engineer with at least 4 years of experience to join our dynamic team of developers. We are looking to expand our team with someone who can bring fresh perspectives, advanced technical skills, and a passion for innovation. You will play a crucial role in driving forward our projects, enhancing our product offering.
What we offer on top of our competitive base salary:
-Premium Health Insurance
-SZÉP-card
-L&D contribution
-AYCM package
-Employee equity program
-Extra PTO
-Home office support
-Your lunch is on us when you are in the office
-Fully stacked office snacks

Location: Budapest, XI. (On-site Monday to Thursday, Remote on Fridays)

We are an equal opportunity employer and never discriminate based on race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. At Zocks, we value diversity and believe that it enhances our creativity, innovation, and overall success. We encourage all qualified individuals to apply.

Key challenges you will work on every day:

  • Integrating the latest AI models into customer facing features and workflows at scale
  • Solving complex problems and transform them into business solutions
  • Leveraging your expertise in the current technology stack, which includes Python, MySQL, React, AWS, K8S and many more
  • Working on various customer-facing features and deeply technical projects that will both contribute to our long-term success
  • Working in an agile environment with a strong focus on well-structured code, testing, and continuous integration
  • Working closely with key stakeholders such as Product Managers, UX Designers and other development team members
  • Taking part in all stages of development: investigate product increments’ technical feasibility and suggest implementation options and follow development lifecycle until releasing
  • Most of this applies to you:

  • 4+ years of experience with Python or comparable language in developing, maintaining and deploying software;
  • Capability to understand the codebase and drive assigned request to improve it, such as migrating it to modern frameworks and adding missing tests
  • Proactively find problems of existing system/product without guidance and offer solutions
  • Give a high level of attention to creating software and networking platforms free of faulty programming, design well-organized code
  • Plan and scale distributed software and applications, applying synchronous and asynchronous design patterns, write code, and deliver with urgency and quality
  • Track, document, and maintain software and network system functionality—both internally and externally, leveraging opportunities to improve engineering productivity
  • Design and build tools and frameworks to automate development, testing deployment, management and monitoring of the company’s 24x7 services and products
  • Requirements:

  • 4+ years of relevant software development experience
  • Strong English and Hungarian communication skills
  • Familiarity with our technology stack: Python, K8S, React, MySQL, AWS
  • Experience working in an agile development environment, preferably in a startup or dynamic tech company
  • Interest in AI technology and staying abreast of the latest trends and advancements in the field is advantage
  • Strong English and Hungarian communication skills