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 .

Respiratory Therapist - Registered

Luminishealth · Lanham, MD

Position Objective:

Provides respiratory therapy modalities included in the scope of practice to patients according to the department standards.

Essential Job Duties:

Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions

  1. Administers medical gas therapy in accordance with all department procedures.
  2. Evaluates appropriateness and effectiveness of therapies for continuation or discontinuation according to department standards. Prepares and collaborates with advanced practitioners and clinical specialist to implement respiratory care plan.
  3. Reviews charts per department policy, i.e. orders, lab values, chest x-rays, etc and document care provided accurately and consistently according to department standards.
  4. Operates and maintains equipment in a safe and sanitary condition, following department guidelines, returning to department upon patient discharge.
  5. Observes patient during therapies for adverse reactions and acts in accordance with department policy when problems arise. Monitor response to therapy.

Educational/Experience Requirements:

  • Associate’s Degree from an accredited college

Required License/Certifications: 

  • Registered Respiratory Therapist as credentialed by the National Board for Respiratory Care.
  • State of Maryland License of eligibility as a Respiratory Care Practitioner.
  • Current American Heart Association Healthcare Provider BLS CPR certification.

Working Conditions, Equipment, Physical Demands:

There is a reasonable expectation that employees in this position will be exposed to blood-borne pathogens.

Physical Demands - Medium Lifting

 

The physical demands and work environment that have been described are representative of those an employee encounters while performing the essential functions of this position. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions in accordance with the Americans with Disabilities Act.

The above job description is an overview of the functions and requirements for this position.  This document is not intended to be an exhaustive list encompassing every duty and requirement of this position; your supervisor may assign other duties as deemed necessary.

Pay Range
$35$48 USD

Luminis Health Benefits Overview:
•    Medical, Dental, and Vision Insurance
•    Retirement Plan (with employer match for employees who work more than 1000 hours in a calendar year)
•    Paid Time Off
•    Tuition Assistance Benefits
•    Employee Referral Bonus Program
•    Paid Holidays, Disability, and Life/AD&D for full-time employees
•    Wellness Programs
•    Employee Assistance Programs and more
*Benefit offerings based on employment status

Opt-in for text notifications!
Luminis Health's two-way SMS texting platform lets you receive notifications and messages from our Talent Acquisition team directly on your phone.

To enable this feature, select "yes" when asked to "opt-in to receive text messages" and to "Receive updates from a recruiter about this job via SMS" when completing your application. Once you are opted in, you can easily opt-out at any time. 
Standard text messaging rates may apply based on the candidate's mobile carrier plan. Luminis Health is not responsible for any charges incurred by the recipient. Candidates are encouraged to review their mobile carrier's plan for applicable text messaging rates and usage charges.