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

Apothecom · London, United Kingdom

About ApotheCom

ApotheCom is an exciting leader in the field of medical communications. Drawn together from several backgrounds including the pharmaceutical industry, research, marketing, medical and regulatory writing, sales, publishing, digital media and design, we have the experience and all-round ability to conceive and deliver the best quality medical communications programmes.

Apothecom 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, and patient and partner engagement services. With over 12,000 employees globally, Inizio creates compelling content and engages communities to achieve outcomes that matter.

About the role

Due to a new business win we are looking for a Senior Medical Writer to join our new account team in London / Manchester or UK remote. You will report to the senior scientific leads and you will develop medical education content across 4 different workstreams.

Skills Required

· You will have experience or an interest in the cardiovascular therapy area.

· You will have experience developing content for different medical audiences

· You will create materials to a high standard and quality, with minimal internal review/assistance

· Excellent quality control skills – style/consistency, grammar, scientific accuracy, proof-reading, layout.

· You will need to ensure all writing meets our client's strategic marketing goals and being of high scientific quality/credibility

· Ability to work within a team and form productive working relationships within, and external to, iNIZIO

· Client-centric attitude - ability to work with clients on projects, ensuring they meet strategic marketing and medical needs

Experience

· Prior experience working as a medical writer for a medical communications agency

· An academic background in life sciences

Excellent benefits package including pension and private medical.

Office-based, hybrid or remote working available with on-site / travel opportunities.

Our Pledge

At Inizio, we value inclusivity, recognise the power of diversity and inspire the next generation of change-makers. We are an equal opportunities employer. We believe in creating a work environment that values diversity, equity and inclusion. We aim to recruit from a diverse slate of candidates and foster an environment that provides the right conditions for long-term 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