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 .

Experienced Aesthetic Nurse Practitioner/Physician Assistant/Registered Nurse (Full-time)

Orangetwist · Los Angeles, California, United States

We want people to look + feel amazing. “Look good feel good” isn’t just a cute phrase around here. We make it happen, in real life, every single day. It’s all about innovation, personalization, and connection. No two people are ever alike, and neither are their treatments. We have high standards. Our treatments are curated from nothing but the best. We believe chic and high-end should still be friendly and approachable. This is OrangeTwist. Your treatment shop. 

  • 24 locations and growing
  • 7 different types of treatments in 1 shop
  • Our current eNPS (Employee Net Promoter Score) score of 75—Exceptional, world-class score— Extremely high employee's satisfaction and loyalty, showcasing a strong and positive work culture.

We are seeking an Aesthetic Nurse Practitioner/Physician Assistant/Registered Nurse to join our OrangeTwist Team. The Aesthetic Nurse Practitioner/Physician Assistant/Registered Nurse will provide high-quality aesthetic treatments and services to OrangeTwist clients. They will collaborate closely with the team to ensure the delivery of exceptional client care and promote a positive client experience. 

Location: 11710 Barrington Ct, Los Angeles, CA 90049

Schedule: 4-5 shifts a week, minimum 4 weekend days a month

Compensation: $55+/hourly (base on experience and role) with Incentive and Commission

What You Will Do:

  • Conduct thorough consultations with clients to understand their personalized aesthetic goals and concerns  
  • Perform Good Faith Exams 
  • Educate clients on available treatment options, benefits, and potential risks, including pre and post treatment care instructions 
  • Administer injections, such as neuromodulators, dermal fillers, and other cosmetic treatments, with precision and expertise 
  • Stay informed on advancements in medical aesthetics including injection techniques, skincare treatments, skincare products 
  • Develop personalized treatment plans for clients based on their unique needs and desired outcomes 
  • Work collaboratively with other healthcare professionals, if needed, to ensure comprehensive client care 
  • Prioritize client safety during all procedures, following established protocols and guidelines 
  • Monitor clients for any adverse reactions and provide appropriate post-treatment care instructions 
  • Maintain accurate and detailed client records, including treatment plans, injection details, and post-treatment notes