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 .

Medical Assistant Program - Live Instructor

Springboard · Remote

Overview:

Springboard recently launched a 16-week online course for aspiring clinical medical assistants to learn the didactic and task knowledge needed to pass NHA’s CCMA exam, and matriculate into an Externship and full-time Medical Assistant roles. Springboard is looking to hire a Live Course Instructor to supplement the self-directed components of the program. 

Responsibilities:

  • Facilitate two live sessions weekly every week for 15 weeks (13 weeks of didactic content, plus 2 weeks of exam review). Sessions will be 1 hour each. 
  • Prepare independently for live sessions (up to 4 additional hours per week). 
  • Develop and modify lecture decks as needed.
  • On Weeks 1-13, your live sessions will review key concepts covered in the curriculum, and create space for student Q & A. You may also be asked to support with course announcements and other course housekeeping at the beginning/end of sessions.  
  • Gamify learning by introducing tools like Kahoot into live sessions. 
  • On the 2 exam study weeks, additional office hours may be requested. 
  • Respond to student messages through our Course Advisors (by email) that require medical assisting  expertise, within a given SLA.
  • Monitor Canvas discussion boards for weekly student responses and questions.
  • Assignment grading per week may also be required. 
  • Armed with an understanding of best practices and various approaches to delivering CCMA-aligned education online, apply your subject matter expertise in: 
    • Critical clinical skill development, to train certified clinical MAs
    • Medical Terminology and Anatomy & Physiology
    • Healthcare Administration
    • Clinical Communication best practices
    • Appropriate depth of content for entry-level MA training
    • MA scope of practice
    • How to recreate skill-based training outside of a lab or clinical environment, while students learn at home. 
    • An understanding of need-to-know versus nice-to-know didactic knowledge and task knowledge for CCMAs in training. 
  • You may be called upon to: 
    • Work with Springboard's Learning Experience team and Instructional Designers to adjust session content as needed. 
  • Other needs as they arise 

Qualifications:

  • Experience working as a CCMA or CMA in a clinical setting.
  • Experience training Clinical Medical Assisting online.
  • 5-10 years of total professional experience, at minimum.
  • Experience using online teaching tools (eg: Canvas, Zoom).
  • Strong presentation and facilitation skills among large audiences.
  • Strong student empathy and excellent communication skills.
  • You live and work in the US. 

Pay: Up to $40 an hour pending location and experience