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 .

DAIRY/CLERK

Kroger · Richmond, VA, United States

Position Summary:

Create an outstanding customer experience through exceptional service. Establish and maintain a safe and clean environment that encourages our customers to return. Assist the department manager in reaching sales and profit goals established for the department, and monitor all established quality assurance standards. Embrace the Customer 1st strategy and encourage associates to deliver excellent customer service. Demonstrate the company's core values of respect, honesty, integrity, diversity, inclusion and safety.

Responsibilities

  • Promote trust and respect among associates.
  • Create an environment that enables customers to feel welcome, important and appreciated by answering questions regarding products sold within the department and throughout the store.
  • Gain and maintain knowledge of products sold within the department and be able to respond to questions and make suggestions about products.
  • Offer product samples to help customers discover new items or products they inquire about.
  • Inform customers of dairy specials.
  • Provide customers with fresh products that they have ordered.
  • Recommend dairy items to customers to ensure they get the products they want and need.
  • Check product quality to ensure freshness. Review "sell by" dates and take appropriate action.
  • Label, stock and inventory department merchandise.
  • Report product ordering/shipping discrepancies to the department manager.
  • Display a positive attitude.
  • Stay current with present, future, seasonal and special ads.
  • Adhere to all food safety regulations and guidelines.
  • Ensure proper temperatures in cases and coolers are maintained and temperature logs are maintained.
  • Reinforce safety programs by complying with safety procedures and identify unsafe conditions and notify store management.
  • Practice preventive maintenance by properly inspecting equipment and notify appropriate department or store manager of any items in need of repair.
  • Notify management of customer or employee accidents.
  • Report all safety risks, or issues, and illegal activity, including: robbery, theft or fraud.
  • Ability to work cooperatively in high paced and sometimes stressful environment.
  • Ability to manage conflict in a reasonable, nonconfrontational and cooperative manner.
  • Ability to act with honesty and integrity regarding customer and business information.
  • Ability to follow directions and seek assistance when necessary to resolve customer and business issues.
  • Provide support and assistance through direct interaction with minors, individuals with special needs, and/or older adults.
  • Must be able to perform the essential functions of this position with or without reasonable accommodation.

Qualifications

  • Retail experience
  • Second language (speaking, reading and/or writing)
  • Ability to handle stressful situations
  • Effective communication skills
  • Knowledge of basic math (counting, addition, and subtraction)