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 .

General Application - LA (Clinic Manager)

Skinlaundry · Los Angeles, California, United States

This application is for the clinic-specific role of Clinic Manager (CM). Please utilize this if you are interested in working with Skin Laundry, but do not see a role open right now that matches what you are looking for. We are growing and always looking for great talent!

Location:  Los Angeles Clinics

Job Type: Full-time 

Overall CM Compensation Package: $70,000 - $90,000 + Bonus Opportunity (This is what you can expect to be paid in this role. The range considers factors such as years of relative experience, Skin Laundry tenure, cost of living/geographical area and clinic volume.)

Schedule/Availability: Clinic Operating Hours (as posted on website *subject to change) including mall holiday extended hours and weekend availability. 

Ability to commute/cover other clinics: Reliably commute to home clinic location & periodically travel to other clinics to provide coverage as needed. 

Physical Requirements & Environmental Conditions: 

  • This work is performed in a retail environment and requires the ability to walk short distances and stand for long periods of time.
  • Must have the ability to lift and carry inventory and move clinic equipment. Regularly required to reach, crouch, kneel, bend, twist, push, pull, and carry up to 25lbs.
  • Frequently talking and listening to clients in person and on phone. 
  • Requires the ability to operate standard office equipment such as phones, keyboards, computers, and touch screen devices. 
  • Specific vision abilities required by this job include close vision, depth perception, color vision, and ability to adjust focus. 

____________________________________________________________________________________   

About This Exciting Role: 

Skin Laundry is growing & glowing! We have multiple new clinics opening across the US! We're looking for laser focused Clinic Managers to lead our sales strategies and day-to-day management of one of our Skin Laundry clinics.  As Clinic Manager, you’re inspiring and leading by example. You will work directly with your team to coach, mentor and inspire to ensure successful sales & client retention strategies, customer service-related initiatives, and clinic operations.  You will ensure that the clinic team is motivated to create an energetic and passionate experience for our clients. As the CM you are a kind & caring leader and must have the ability to make informed decisions and overcome challenges.   

What you'll be responsible for 

Sales & Sales Strategy 

  • Establish and lead the execution of the brand’s business strategies to drive store Key Performance Indicator (KPI) results to maximize performance and achieve sales plans and goals.
  • Develop strong relationships with partners and clients for new business opportunities within the assigned area.
  • Customize local clinic marketing and outreach plans. Collaborate with other departments, such as Marketing, to build brand awareness and to drive sales and traffic through market outreach and effective in-store events.
  • Working directly with clients to sell memberships and products 

People Training   

  • Partner with leadership to develop and execute training for employees.
  • Manage ongoing day to day clinic operations concurrently with training new hires.