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 .

ISO 13485 Lead Auditor

Rqteam · Germany- Remote

RQM+ is The MedTech CRO, accelerating innovation to patient impact. Our tailored solutions deliver regulatory and quality expertise, FDA-recognized laboratory services, clinical trials, and reimbursement strategies across device types and therapeutic areas to bring life-changing technologies to patients — faster, safer, better.

We don’t make MedTech. We make MedTech happen.

Our experienced teams are cohesive, collaborative, and proactive, constantly seeking to improve and evolve while remaining laser-focused on customer success. RQM+ elevates the MedTech experience through best-in-class service and clear, concise communication. We serve as an extension of our customers establishing and maintaining excellent client and site relationships and providing direct access to our technology platforms for real-time data and study transparency

To help support our ever growing and expanding Global Audit Practice, we’re interested in speaking to Auditors who would be interested in supporting RQM on various internal audits on a contract basis for our clients in Europe.
To help support our ever growing and expanding Global Audit Practice, we’re interested in speaking to Auditors who would be interested in supporting RQM on various internal audits on a contract basis for our clients in Europe.
Being an industry leader in Medtech is just the beginning for RQM+. We consider our employees our biggest asset and we invest heavily in ongoing learning and development. Providing a rewarding place to work is rooted deep in our core values. From an industry leading compensation package to a deeply engrained focus on work life balance, RQM+ has a unique offering for regulatory and quality professionals. At RQM+, you are not just another employee, you are a member of RQM+ family. Make your impact today! 

We invite you to apply if you have an interest in learning more about our organization and beginning your journey with us.


Job Opportunity Verification
At RQM+, we prioritize the security of our job applicants. To ensure a safe application process:
All legitimate RQM+ job opportunities are listed on our official careers page: rqmplus.com/careers
Every candidate going through the interview process will participate in a voice and/or video interview.
Exercise caution with unsolicited job offers or requests for sensitive information.


This job operates in a professional office environment in a global organization. This role routinely uses standard office equipment such as computers, phones, photocopiers, and filing cabinets. The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. The employee is occasionally required to sit; climb or balance; and stoop, kneel, crouch, or crawl.
 
We are committed to promoting equality of opportunity for all staff and job applicants. We aim to create a working environment in which all individuals can make best use of their skills, free from discrimination or harassment, and in which all decisions are based on merit.
 
Our selection for recruitment does not discriminate based on age, disability, gender reassignment, marital or civil partner status, pregnancy or maternity, race, color, nationality, ethnicity, ethnic or national origin, religion or belief, sex or sexual orientation or gender reassignment status (protected characteristics).