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- Trainer - Full Time

Westcancercenter · Germantown, TN

Job Title: Medical Assistant – Trainer

About Us
At West Cancer Center, we are dedicated to providing compassionate, patient-centered care while advancing groundbreaking research. Our team fosters collaboration, innovation, and professional growth, ensuring that every role contributes to making a difference in patients’ lives. Join us in our mission to provide comprehensive support to those navigating the challenges of cancer treatment.

Position Overview
The Medical Assistant – Trainer provides patient care in the clinic under the direction of a provider while serving as a clinical resource for Medical Assistants. Working under limited supervision, this role adapts procedures, processes, and techniques to meet the more complex requirements of the position. The Medical Assistant – Trainer provides orientation and training support to new hires, answers clinical questions, and serves as a resource for clinical team members while modeling behavior consistent with the Mission, Vision, and Values of West Cancer Center.

Key Responsibilities

  • Provides orientation and training to new Medical Assistant hires on clinical workflows and responsibilities within the physician office.
  • Provides training support for competency requirements of new hires and assists as needed with competency checkoffs for Medical Assistants.
  • Serves as a clinical resource by answering questions and supporting Medical Assistants in daily practice.
  • Proactively fulfills patient care responsibilities as requested by physicians or other clinicians.
  • Performs clinical medical assisting responsibilities as required.
  • Fulfills environmental responsibilities, including setting up exam rooms, instruments, and equipment.

Qualifications

Education & Experience

  • Required:
    • High school diploma or equivalent.
    • Minimum of three (3) years of West Cancer Center experience that includes training employees OR five (5) years of experience working in a medical facility as a Medical Assistant, including one (1) year of experience as a trainer.
    • Current certification as a Medical Assistant through one of the following:
      • American Association of Medical Assistants (AAMA)
      • National Health Career Association (NHA)
      • National Center for Competency Testing (NCCT)
      • National Association of Health Professionals (NAHP)
      • Registered Medical Assistant (RMA), American Registry of Medical Assistants
    • Basic Life Support (BLS) certification through the American Heart Association.
  • Preferred:
    • Graduate of an accredited medical assisting program.

Skills & Abilities

  • Strong written and verbal communication skills with the ability to work tactfully and professionally with patients, families, and physicians.
  • Demonstrated proficiency in Medical Assistant competencies and skills checklists.
  • Ability to train new hires in patient interaction standards, including greeting patients appropriately and using patient names.
  • Ability to support Medical Assistants in working independently and as part of a multidisciplinary team.
  • Proficiency in EMR navigation and documentation, including reviewing computer reports using evidence-based guidelines.
  • Demonstrated proficiency in motivational interviewing and teach-back techniques.
  • Ability to act quickly and appropriately in emergency situations.

Why West Cancer Center is a Great Place to Work

  • Meaningful Impact: Support patients and clinical teams during critical moments of care.
  • Collaborative Culture: Work alongside a dedicated multidisciplinary oncology team.
  • Professional Development: Contribute your expertise while supporting the growth of others.
  • Mission-Driven Environment: Be part of an organization guided by compassion, integrity, and innovation.

No nights, weekends, or holidays. Comprehensive benefits package.

Join Us
If you are an experienced Medical Assistant with a passion for patient care and supporting clinical team development, we invite you to apply. Join West Cancer Center as a Medical Assistant – Trainer and help support high-quality oncology care across our clinics.

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