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 .

Engineering Manager Java

Mirakllabs · Paris, France

About Mirakl:

Mirakl is the leading provider of eCommerce software solutions. Mirakl's suite of solutions provides enterprises with a transformative way to drive significant growth and efficiency in their online business.

Since 2012, Mirakl has been pioneering the platform economy, empowering retail and b2b enterprises with the most advanced, secure and scalable technology to digitize and expand product assortment through marketplace and dropship, improve efficiency in supplier catalog management and payments, personalize shopping experiences, and boost profits through retail media.

In July 2025, Mirakl launched Mirakl Nexus, the first neutral infrastructure designed for agentic commerce. Built on Mirakl’s 13 years of expertise and innovation, and powered by an ecosystem of more than 100,000 sellers, Mirakl Nexus connects merchants and AI agents to automate product discovery, payments, and after-sales service.

For more information: www.mirakl.com.

→ Our teams work together daily to develop the roadmap for our SaaS solutions while addressing the issues faced by our customers and users, tackling a range of challenges related to new features, scalability, security, and usability.

 

Mirakl in Numbers:

- 🗓️ Founded in 2012 | Member of French Tech Next40

- 👥 750+ employees in 9 offices worldwide: Paris, Barcelona, Bordeaux, Boston, London, Munich, New York, Sydney, Tokyo

- 🇫🇷 350+ Mirakl Tech teams members mainly based in France

- ⚙️ 5 Saas Solutions

 

Our Values:

Working at Mirakl means accelerating your career alongside ambitious, passionate, and supportive colleagues. We're proud of the diversity of backgrounds, perspectives, and experiences that make our teams unique.

Our 5 values guide how we collaborate:

💡 Work Hard Together: Teamwork and collaboration are the foundation of our success

🏆 Get Things Done:  We prioritize action and efficiency for impactful results

🚀 Go Above & Beyond:  We tackle challenges proactively and always aim for excellence

🎓 Succeed Through Expertise: Knowledge sharing and continuous learning are core to our culture

🤝 Satisfy & Empower Clients: We're committed to our clients' success

Mirakl has launched an innovative, market-leading solution designed to bring together all players in the marketplace ecosystem: Mirakl Connect.
 
As part of Mirakl Connect, we aim to simplify Sellers’ daily lives by offering a Central Hub to grow their business and manage their operational activities (Catalog, Orders, Customer Messaging, etc.), while leveraging the latest advances in AI. To develop this product, we are looking for a Java Engineering Manager who will be responsible for the design and build of the product, its adoption, and its success.
 
Within the Connect teams and squads at Mirakl, reporting to a Senior Engineering Manager, you will have responsibilities that include coaching your team, making decisions on technical issues, and validating functional solutions (in collaboration with the PM) : 
 
The management of the team (split between Bordeaux, Paris, and remote in France)
  • Lead and mentor the team (4 to 5 developers)
  • Conduct one-on-one meetings, mid-year and year-end reviews
  • Track careers and training needs
  • Maintain the team’s smooth operation, cohesion, and motivation
Active contribution to development
  • Take ownership of certain stories
  • Conduct code reviews
  • Design, develop, test, and push to production
Coordination of technical and functional projects
  • Develop roadmaps with the R&D members
  • Interact with other leads to coordinate priorities and projects
  • Be the point of contact with product and design teams for user story management
  • Ensure the commitments made by the team, both in velocity and in quality
  • Step in on blockers or for arbitration on projects
Coaching and development of the team
  • Ensure the upskilling of each member
  • Ensure successful onboarding of new developers
  • Identify and develop talents
  • Contribute to recruitment inside and outside the team
  • Establish best practices in clean code, testing, releases, and pair programming
Your profile
  • You have at least 2 years of experience in similar roles mentoring a team and 5 years of Java development in recent versions
  • You are a manager known for your listening and communication skills
  • You strike the right balance between close management and genuine autonomy given to your teams
  • You have strong technical proficiency in our stack (notably Java, Spring, SQL, cloud, microservices)
  • You enjoy staying hands-on with code and contributing technically to the team’s projects
  • You have professional English proficiency (level C1)
Ideally, you would be based at one of our Paris or Bordeaux offices or able to come to the Paris office several times per month while working remote.

We welcome collaborators with their diverse perspectives and experiences to power us forward. These often far exceed conventional job requirements and help us create a culture of continuous learning. If you’re ready to join a global leader powering digital transformation for 450+ of the world’s most innovative retailers and B2B organizations..

We may use Artificial Intelligence (AI) solutions to help streamline our hiring process, including screening applications, analyzing resumes, and assessing responses. While AI helps us work efficiently, all final hiring decisions are made by humans. For more information, visit our AI Guidelines for Candidates and Interviews.