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 .

EHS Senior Associate

Viatris · Cairo, Cairo, Egypt

Viatris Egypt S.A.E

Viatris is a global healthcare company uniquely positioned to bridge the traditional divide between generics and brands, combining the best of both to more holistically address healthcare needs globally. With a mission to empower people worldwide to live healthier at every stage of life, we provide access at scale, currently supplying high-quality medicines to approximately 1 billion patients around the world annually and touching all of life's moments, from birth to the end of life, acute conditions to chronic diseases.

We have been included on number of award lists that demonstrate the impact we are making.
 

Every day, we rise to the challenge to make a difference and here’s how the “EHS Senior Associate” role will make an impact:

Key responsibilities for this role include:

  • Support the development and implementation of EHS programs and SOPs in line with company guidelines and local regulations.
  • Conduct and review EHS risk assessments, audits, and inspections, ensuring timely execution of action plans and CAPA.
  • Lead assigned EHS investigations, ensure proper incident reporting and documentation, and maintain emergency preparedness processes.
  • Deliver EHS trainings, manage contractors, and coordinate effectively with internal and external stakeholders.
  • Manage assigned EHS purchase orders, EHS projects, reporting of EHS metrics, and provide guidance to team members when required.

Qualification:

  • BSc in Engineering or Science in the field of Chemical, Chemistry or Environmental Science; NEBOSH IGC is mandatory.
  • Excellent verbal and written communication skills in Arabic and English, with strong computer proficiency (Microsoft Office and relevant platforms).
  • Solid understanding of EHS deliverables and regulatory context, with experience coordinating with EHS legal entities and working within diverse teams and cultures.
  • Demonstrated analytical, problem-solving, and planning skills, with a proactive mindset and strong commitment to continuous learning.

Experience and Field of Work:

  • 3–5 years of proven EHS experience, preferably in pharmaceutical or manufacturing environments

At Viatris, we offer competitive salaries, benefits and an inclusive environment where you can use your experiences, perspectives and skills to help make an impact on the lives of others. 

Viatris is an Equal Opportunity Employer.

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