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 .

Senior Medical Writer

Nucleus · London, United Kingdom; Manchester, United Kingdom

About Nucleus Global

Nucleus Global is part of iNIZIO, a global healthcare consulting and communications group that supports some of the world's leading life sciences companies by providing a full suite of advisory, medical, marketing, communications, patient and partner engagement services.

Nucleus Global is a global leader in the medical communications space, with over 900 people based in locations across Europe, US, and APAC. We form part of the iNIZIO Medical group. Our unique position as part of this international network, which includes three of the world's top medical communications companies, gives us an important advantage over commercial competitors regarding the scale of reach and depth of expertise.

About the role

We are looking for a Senior Medical Writer to work on one our outstanding Medical Affairs teams communicating ground breaking research. You will report to a Scientific Director and work with the agency's senior leadership team. This role would suit an experienced Senior Medical Writer with experience in Vaccines and Hematology. This opportunity stands out due to the strategic partnership with our client and the modern nature of the work. It will provide a great career development opportunity for you with the support of a very experienced team.

 

Here's what you'll do:

As a Senior Medical Writer, you will develop scientific expertise in assigned therapeutic areas, supporting delivery for a versatile team. Core deliverable tasks include researching and developing technical materials, ensuring that all outputs follow written brief, are accurate in content and editorial style and can be referenced. You will also communicate with clients and KOL on content development and attend scientific meetings.

 

About you:

To succeed you will have:

Several years experience working in a Medical Writing role, within a medical communications agency environment.

An academic background in the life sciences.

The ability to write across a broad range of scientific deliverables e.g. publications, training materials, slide sets, interactive content, conference booths, competitive intelligence, for a variety of medical audiences.

Benefits include:

  • Hybrid or Remote working options (UK BASED ONLY)
  • Private Healthcare
  • Pension

In addition to a great benefits package package, we are happy to talk flexible working. We are also known for our friendly and informal working environment with social events across our offices and regular wellbeing programs. We offer excellent opportunities for career and personal development.

Our Pledge

Nucleus Global is part of Inizio Medical. Inizio is a strategic partner for health and life sciences with a full suite of medical, marketing, advisory and engagement services.

At Inizio Medical, we are committed to promoting a culture of diversity, inclusion and belonging where everyone can bring each facet of themselves to work each day. We believe that strength in diversity and inclusivity is a driver of our success.

 

Don't meet every job requirement? That's okay! Our company is dedicated to building a diverse, inclusive, and authentic workplace. If you're excited about this role, but your experience doesn't perfectly fit every qualification, we encourage you to apply anyway. You may be just the right person for this role or others.

 

disability confident committed