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 .

Sales Associate (Conestoga Mall)

Knix · Waterloo, ON

Knix is an award-winning intimate apparel and activewear brand that is re-inventing intimates for real life. Through our innovative products and our engaged community, we are empowering people everywhere to be unapologetically free.  Launched in 2013, we are one of the fastest-growing intimate apparel brands in North America and are globally recognized as an innovator within the apparel space.  We reach over 3 million customers through our online stores, Knix retail locations across North America and channels such as wholesale and Amazon.  We are revolutionizing the apparel industry with our best-in-class customer experience, innovative products and brands Knix and Kt by Knix.  Come join us if you are looking for a purpose-driven and authentic career!

Knix is coming to Conestoga Mall in April 2026!
 
We are looking for a Part-Time Sales Associate who will create a comfortable and uplifting environment for customers as they explore the store and Knix’s product line. Actively listening to their needs and preferences, you expertly guide the customer experience from greeting to fit to purchase. You are intuitive, enthusiastic, and able to leverage your love for Knix to drive sales goals and enhance customer loyalty.
 
Position type: Permanent Part-Time
Knix Store Location: 550 King Street N, Unit A11 Waterloo, ON N2L 6L2
Knix is coming to Conestoga Mall in April 2026!
 
We are looking for a Part-Time Sales Associate who will create a comfortable and uplifting environment for customers as they explore the store and Knix’s product line. Actively listening to their needs and preferences, you expertly guide the customer experience from greeting to fit to purchase. You are intuitive, enthusiastic, and able to leverage your love for Knix to drive sales goals and enhance customer loyalty.
 
Position type: Permanent Part-Time
Knix Store Location: 550 King Street N, Unit A11 Waterloo, ON N2L 6L2
AI Disclosure Statement

We want to share that we may use artificial intelligence (AI) tools to help us screen and assess applications. While technology helps us stay organized, every hiring decision at Knix is made by real people who care about finding the best addition to our team. We use these tools to support our process, not to replace the human connection that makes our culture special.

How we Hire

Our people are what make Knix, Knix! Our people are passionate and have a strong belief in our mission. Our people are naturally curious and ambitious by nature. Employees feel respected and supported at Knix. We take an inclusive and equitable approach offering the same interview experience to every candidate we meet with. Knix is an equal opportunity employer, we celebrate everyone and their intersecting identities. We know and believe that diverse and inclusive teams empower us to make better decisions and inspire innovation so that we can better serve our customers and community. We are committed to providing reasonable accommodations and will work with you to meet your needs. If you are a person with a disability and require assistance during the application process, please don’t hesitate to reach out! We celebrate our inclusive work environment and welcome members of all backgrounds and perspectives to apply.

What's in it for you:

  • Highly competitive compensation plus monthly bonus!
  • Generous employee discounts that offer up to 50% on your favourite Knix products
  • A one-of-a-kind culture that is committed to fostering an inclusive and diverse workplace where all our team members can bring their whole selves to work
  • Opportunities to advance in your career - We are growing!
  • About You:

  • You have a pulse on what Knix customers want and know how to engage and delight them.
  • You thrive in a dynamic environment and have the ability to think on your feet.
  • You understand what we all experience in fitting rooms and are a natural at making others feel comfortable.
  • You’re a born team player and always look for ways to help the group succeed.
  • You’re passionate about our customers and inspired by Knix and our mission.
  • Responsibilities:

  • Create a comfortable and uplifting end-to-end experience for all Knix customers.
  • Actively listen to customer preferences and recommend products they’ll be sure to love.
  • Lead product fittings to ensure customers buy the correct size the first time.
  • Stay knowledgeable on our growing product assortment – and wear it, too!
  • Ensure all products are merchandised effectively to reflect our brand and drive sales.
  • Escalate any issues or opportunities as required to the Store Manager.
  • Continually work to improve cleanliness, set-up and organization in all areas of the store.
  • Qualifications

  • Previous experience in customer service is considered an asset, but above all else, you are great with people and are passionate about delivering exceptional customer experiences.
  • A warm demeanour with a “get it done” approach.
  • You love being part of a team and are a great collaborator.
  • Resourceful with a keen ability to effectively resolve customer issues.
  • An affinity for our product line and a belief in the Knix mission!.
  • Eligibility Requirements

  • Must have the necessary work authorization to be legally employed in Canada and be 18 years of age or older.
  • Ability to lift and handle packages weighing up to 25lbs.
  • Ability to move efficiently through the store for long periods of time and as needed for an entire shift.
  • Hourly Salary

  • $17.90 per hour