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 .

(CAN) Bakery Associate

Walmart · Montreal-Nord, QC

Position Summary...Working as a Bakery Associate at Walmart Canada is a great way to develop your skills in the retail industry. A Bakery Associate provides exemplary customer service by adhering to the basic beliefs and values of Walmart, maintains and zones the bakery area, and assists with stocking and the sale of goods. If you are looking for an exciting job in customer service or retail, working as a Bakery Associate may be a great fit for you!What you'll do...1. Ensures the quality and visual appearance of Bakery Department merchandise; such as bread, cakes, pies, cookies, and rolls.2. Ensures that department is fully stocked with merchandise and is ready for business.3. Ensures the merchandise is properly signed and priced.4. Adheres to standards and policies for cold chain compliance, thermometer calibrations, temperature recording, food handling, product rotation, sell-by dates, and expiration dates.5. Adheres to food safety and handling procedures and following sanitation and cleaning procedures.6. Follows proper procedures for; Ordering, clearance, markups/markdowns, signing/flagging/pricing/labels.7. Prepares bakery merchandise by accurately following thawing and baking guidelines to ensure the quality and visual appearance of Bakery Department merchandise, such as bread, cakes, pies, cookies, and rolls.8. Ensures all displays are secured in a safe and proper manner.The minimum rate of pay for this position starts from $18.55.‎ Le taux horaire minimum pour ce poste débute à 18.55.ㅤMinimum Qualifications...Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications. Age - 16 or olderPreferred Qualifications...Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications. Walmart will accommodate the disability-related needs of applicants and associates as required by law.Primary Location…6140 Boul Henri-Bourassa E, Montreal-Nord, QC H1G 5X3, CanadaAre you currently a Walmart associate?Please login to your Workday account and use the Find Jobs report to apply for this job.Find JobsㅤImportant Note: To support resume screening, interviews and other candidate evaluations, we may use artificial intelligence-powered tools, including internal or third-party developed automated decision-making tools. For more information, please see Walmart Canada Job Applicant Privacy Notice.