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 .

Sleep Expert - Sales

Mattress Firm · Leesburg, VA

Is your current job a nightmare? Make it a dream job at Mattress Firm®!  

Join Mattress Firm as a Sleep Expert® and have the job of your dreams!  

Your journey will begin with an extensive, customer-centric retail sales training program that empowers you to create a life-changing in-store experience and help customers build the perfect sleep sanctuary. Helping people sleep well so they live well is at the core of what we do. The right mattress matters, and so does the right career.    

Benefits include: 

Excellent career growth opportunities through on-the-job training and development programs  

401(k) with employer matching  

Mental health and life resources  

Medical, dental, prescription and vision plans  

Get paid on-demand   

Base pay or uncapped commission 

Employee discounts on Mattress Firm sleep products and accessories  

 

Additional perks may include discounts on the following: 

Cell phone products and services 

Tickets to events and attractions 

Personal travel 

Electronics and appliance purchases 

Pet insurance plans 

Mortgage loan rates 

 

Job Details:   

  • Create an environment where the customer is always at the center by cultivating strong relationships. 

  • Provide technical and product knowledge information to customers and serve as subject matter expert.  

  • Drive individual sales performance and KPIs while demonstrating company values and supporting company initiatives.  

  • Maintain customer relationships during and after purchase (resolve customer issues, send delivery reminders, etc.).  

  • Maintain awareness of the competition, advertisements and services offered by competitors. 

  • Leverage social media to positively impact brand awareness and increase sales.  

  

Mattress Firm  

We’re no ordinary mattress company. In just over 30 years, Mattress Firm is America’s most trusted authority on sleep. With more than 2,400 stores nationwide and a team of more than 6,000 Sleep Experts, we have helped millions of people get better sleep. That’s who we are and what we do—because everyone deserves a great night’s sleep.  

  

Mattress Firm takes pride in our purpose of helping people sleep well to live well, and we deeply invest in every new sales associate coming on board to live up to that promise. Our award-winning talent development programs include an education path designed to support all new sales associates' learning proficiency for specialty retail. Not only do we invest in training, but all new sales associates are eligible for a performance-based bonus after their sixth month of employment. 

  

DIVERSE CANDIDATES ARE ENCOURAGED TO APPLY  

Mattress Firm is an equal employment opportunity employer and is committed to maintaining a non-discriminatory work environment and does not discriminate against any applicant or employee for employment on the basis of race, color, religion, sex, national origin, age, disability, veteran status, marital status, sexual orientation, gender identity, or any other characteristic protected by applicable law. Mattress Firm is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. 

Pay Range:

55,000 - 75,000

Now don’t fall asleep out there… the sooner that we receive your application, the closer you are to the career of your dreams!

DIVERSE CANDIDATES ARE ENCOURAGED TO APPLY

Mattress Firm is an equal employment opportunity employer and is committed to maintaining a non-discriminatory work environment, and does not discriminate against any applicant or employee for employment on the basis of race, color, religion, sex, national origin, age, disability, veteran status, marital status, sexual orientation, gender identity, or any other characteristic protected by applicable law. Mattress Firm is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation.