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 .

Quality Engineer

Repligen · Waterford-Waterford, IE

Overview

Based in our Waterford site and Reporting directly to the Quality Manager, the Quality Engineer will act as a Quality point of contact for systems, processes and quality activities within the site and to support the implementation and continuous improvement of quality systems in compliance with US and International regulations, laws and guidelines.

Responsibilities

  • Provide guidance and feedback on quality issues
  • Lead customer complaint and quality investigations
  • Work with relevant departments to ensure timely closure of actions
  • Participate in supplier and regulatory audits
  • Support manufacturing operations to ensure products are produced to specification and the validated state of the cleanroom is maintained
  • Perform critical and constructive review of procedures, processes and products
  • Ensure equipment, systems, cleanrooms and products are always following applicable requirements
  • Support technical transfer of products
  • Own and manage relevant sections the quality management system
  • Support sterility assurance activities per relevant ISO standards and internal procedures
  • Support bioburden and endotoxin programs
  • Promote a Quality culture and encourage Good Manufacturing Practice (GMP) and Good Documentation Practice (GDP)
  • Lead internal audits and provide guidance on suitable actions
  • Support other tasks as requested by the Quality Manager. The responsibilities of the role may change and develop with the needs of the organization

Qualifications

  • Minimum 3 years experience in a related role.
  • Third level qualification (degree in science, engineering or related discipline preferred)
  • Experience working in a manufacturing environment, preferably pharmaceutical, bio-pharmaceutical or medical device industries.
  • Very good knowledge of GMP (Good Manufacturing Practice) requirements in a regulated environment.
  • Takes personal responsibility for their actions. Self-starter and able to work under minimum supervision.
  • Must have good communication and interpersonal skills to work in multidisciplinary teams.
  • Effective oral and written communication skills are essential to this role.

What Repligen Offers

  • Private Medical Insurance 
  • Company pension 
  • Serious Illness Income protection
  • Life Insurance
  • Company and personal performance related bonus plan/structure
  • Continuous Professional Development supported through Training & Development