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 .

Senior Merchandiser

Perryellisinternational · Miami, Florida, United States

Company Overview

Perry Ellis International, Inc. represents a diverse portfolio of lifestyle apparel brands. The Company, through its wholly owned subsidiaries owns and licenses nationally and with a brand portfolio of over 40 Brands domestically and internationally recognized brands including: Perry Ellis®, Original Penguin® by Munsingwear®, Laundry by Shelli Segal®, Rafaella®, Cubavera®, Ben Hogan®, Savane®, Grand Slam®, John Henry®, Manhattan®, Axist® and Farah®. The Company enhances its roster of brands by licensing trademarks from third parties, including: Nike®  for swimwear, and Callaway®, PGA TOUR®, and Jack Nicklaus® for golf apparel.

Position Overview:

As the Senior Merchandiser, you will be responsible for leading the product lifecycle, from initial concept through final sales execution. This includes managing the development calendar, executing merchandising and digital strategies, ensuring profitability through pricing and margin management, and maintaining a consistent brand image. You will serve as the central hub, collaborating with design, sales, planning, sourcing, and management to ensure a unified vision and drive market success.

Responsibilities:

  • Strategy & Profitability: Execute seasonal line plans and merchandising strategies to build profitable assortments that meet internal margin goals. Manage national marketing strategies to finalize pricing and margins in collaboration with Sales, Planning, Sourcing, and Management.
  • Product Development Management: Oversee and maintain the design calendar and development process to ensure timely completion of all products. Interface with all functional areas of the business (design, sales, sourcing, marketing) to maintain a common vision for the brand.
  • Digital & Selling Tools: Drive the implementation and execution of digital merchandising strategies utilizing tools like 3D and NuOrder. Strategically develop compelling selling tools to enhance all digital presentations to customers.
  • Leadership & Collaboration: Collaborate closely with the Design Director to monitor assortments and maintain a consistent brand image. Attend market appointments with accounts to present brand strategy and designs. Selects, trains, motivates, and evaluates direct reports, encouraging proper growth and development of Assistant/Associate Merchandisers.
  • Financial Oversight: Attend market appointments with accounts to present brand strategy and designs. Responsible for creating and adhering to annual budgets for samples and travel.

 

Qualifications:

  • Experience: 5-7 years of professional merchandising experience is required.
  • Education: A Bachelor's Degree in Business or Merchandising (or equivalent experience from a Design school) is required, though more years of professional experience can compensate.
  • Analytical Skills: Proficiency in Retail Math, best seller analysis, and competitive landscape analysis.
  • Core Knowledge: Deep knowledge of the product development process and brand management.
  • Technical Skills: Proficient in MS Office and Google applications. Must be highly skilled in Excel/Google Sheets, including the ability to manipulate data.
  • Project Management: Proven ability to manage complex, multi-stage projects under tight deadlines, demonstrating superior organizational and time management skills.

 

Preferred Qualifications:

  • Omnichannel Experience: Direct experience developing line plans and merchandising strategies tailored for both wholesale retail and Direct-to-Consumer (DTC) E-commerce channels.
  • System Proficiency: Prior hands-on experience utilizing a Product Lifecycle Management (PLM) system to manage specifications, vendor communication, and development tracking.
  • Global Sourcing Insight: Working knowledge of the international sourcing landscape, including an understanding of duties, tariffs, and the complexities of global supply chain lead times and logistics.
  • Inventory & Planning: Familiarity with demand forecasting, inventory optimization, and sales planning processes typically managed by Planning and Inventory Control teams.

 

Personal Attributes:

  • Strategic Thinker: Proven history of implementing new ideas and strategic process improvements that demonstrably enhance business performance.
  • Communication & Presentation: Exceptional written and verbal communication skills; ability to confidently present a professional, data-driven product and trend assortment to both internal stakeholders and major external retail organizations.
  • Collaboration: Highly skilled in navigating complex relationships, interacting effectively with varying personalities, and building strong cross-functional partnerships.
  • Organizational Excellence: Exceptional attention to detail with a track record of successfully managing large amounts of information and prioritizing competing demands across multiple seasons simultaneously.
  • Travel: Willingness to travel approximately 40% of the time (e.g., short 2-day domestic trips every other month and one week per year for market shopping/research).

Legal Disclaimer:

Perry Ellis International is an equal opportunity employer. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, or any other legally protected status. All qualified applicants will receive consideration for employment without regard to their individual background and characteristics. We are committed to providing a workplace free of any discrimination or harassment. This commitment extends to all aspects of employment, including hiring, promotion, transfer, compensation, and termination. By submitting your application, you acknowledge and agree to the company's commitment to equal employment opportunities.

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