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 .

Plant Engineer

Ipsen · Dublin

Title:

Plant Engineer

Company:

Ipsen Manufacturing Ireland Ltd


 

About Ipsen:

Ipsen is a mid-sized global biopharmaceutical company with a focus on transformative medicines in three therapeutic areas: Oncology, Rare Disease and Neuroscience. Supported by nearly 100 years of development experience, with global hubs in the U.S., France and the U.K, we tackle areas of high unmet medical need through research and innovation.

 Our passionate teams in more than 40 countries are focused on what matters and endeavor every day to bring medicines to patients in 88 countries. We build a workplace that champions human-centric leadership and fosters a culture of collaboration, excellence and impact. At Ipsen, every individual is empowered to be their true selves, grow and thrive alongside the company’s success. Join us on our journey towards sustainable growth, creating real impact on patients and society!

For more information, visit us at https://www.ipsen.com/ and follow our latest news on LinkedIn and Instagram.

Job Description:

Ipsen Ireland is seeking a talented Plant Engineer to join our state-of-the-art facility in Dublin. Specialising in the production of Active Pharmaceutical Ingredients (APIs) for our key products, our site offers a modern working environment and the opportunity to contribute to the success of a leading global biopharmaceutical company.

What we’re looking for:

The ideal candidate will possess experience in maintenance engineering within the pharmaceutical industry. A strong background in upstream and downstream processing, utilities, lyophilization, process abatement systems, HVAC, purified water, clean steam, refrigeration, and liquid waste management/treatment systems.

What you’ll do:

  • Ensure a safe work environment by adhering to all relevant environmental, health, and safety regulations, policies, and procedures.

  • Lead root cause investigations, and technical troubleshooting for equipment and system-related issues, ensuring follow-up actions are completed and learnings implemented.

  • Take ownership of assigned equipment and systems within a GMP-compliant manufacturing environment.

  • Oversee the daily operational performance of designated equipment and systems.

  • Analyse performance data and trends to proactively identify and address potential issues, optimizing system reliability and efficiency.

  • Identify and implement continuous improvement opportunities for equipment and processes, and support technicians with preventive maintenance tasks.

  • Proactively plan and implement preventive measures to avoid equipment issues, aligning with manufacturing schedules and resource availability.

  • Lead and contribute to system enhancements, including drafting detailed specifications, engineering documentation, and standard operating procedures.

  • Ensure a comprehensive critical spare parts list is established and that appropriate inventory levels are maintained.

  • Develop and maintain a structured plan for future equipment improvements and scheduled downtimes.

What you’ll bring:

  • Engineering Degree and/or Trade with 5 years' experience.

Ready to take the next step in your career and make a real difference? Join our dedicated team and help transform patient care around the world. Don’t miss out—apply today and start your journey toward a rewarding future!

#LI-ONSITE

We are committed to creating a workplace where everyone feels heard, valued, and supported; where we embrace “The Real Us”. The value we place on different perspectives and experiences drives our commitment to inclusion and equal opportunities. When we include diverse ways of thinking, we make more thoughtful decisions and discover more innovative solutions. Together we strive to better understand the communities we serve. This means we also want to help you perform at your best when applying for a role with us. If you require any adjustments or support during the application process, please let the recruitment team know. This information will be handled with care and will not affect the outcome of your application.