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 .

Project Manager Intern

Mirakl · Bordeaux, 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.

Mirakl’s teams collaborate every day to shape the roadmap for our SaaS solutions, proactively supporting our customers and users and continuously improving our platform across new features, scalability, security, and usability.

For more information, visit 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

 

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 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
  • 💰 Series E funding: $555M | Valuation: $3.5B+

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

The Team You'll Join

You'll join the Customer Support team, part of the Customer Success Consulting department, reporting to Audrey Baudin, Knowledge Manager. The Customer Support team plays a central role at Mirakl, managing all technical and functional requests from marketplace users and the Mirakl Connect platform. The team ensures proper escalation of incidents and product enhancement requests to technical teams. You'll contribute to continuous improvements of Mirakl documentation, optimization of internal client management processes across Customer Success Consulting, and enhancement of Mirakl solutions overall.
This is a 6-month internship starting in July 2026, based in our Bordeaux office.

Your Impact

  • Drive optimization projects for internal support tools through automation implementation, dashboard creation, and monitoring the effectiveness of new tools (bots, SAP migration, Mailchimp collections)
  • Lead and support internal change management initiatives including launching and tracking expertise topics within Support, implementing new shift management routines, portal account deactivation processes, and external SSO projects
  • Plan and organize team events including monthly global team building activities and team dinners
  • Coordinate cross-team initiatives through meeting planning, organization, and event logistics

What You'll Bring to the Role

Education & Experience
  • Currently pursuing a Master's degree (Bac+5) from a university, business school, or political science institute (IEP)
  • Seeking a 6 months internship starting July 2026 in Bordeaux
Skills
  • Autonomous working style with strong collaborative skills in team environments
  • Ability to meet deadlines and effectively execute operational and project-based missions
  • Strong interest in e-commerce and Mirakl's industry
  • Team player: You collaborate effectively and share best practices to elevate team performance
Languages
  • Fluent in French and English (ability to communicate easily in both languages)
Nice to Have
  • Knowledge of programming languages and/or experience using APIs

Compensation & Benefits

Compensation:
  • Attractive apprenticeship compensation
Benefits:
  • A workplace that promotes well-being and work-life balance: breakfasts, sports and yoga classes, after-work events, game nights
  • <