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 .

Seasonal Ice Cream Server - Seaport

Vanleeuwenicecream · 70 Pier 4 Blvd, Suite 410, Boston, MA 02210

We started Van Leeuwen Ice Cream in a yellow truck on the streets of NYC in 2008 with a mission to make good ice cream that makes you feel good.

Nowadays, people can spend so much time on what’s “healthy” they don’t stop to consider what’s healthy. As far as we’re concerned, happiness is healthiness. We strive to ensure every scoop, store and employee feels and creates one community to contribute to the overall brand.

Van Leeuwen Ice Cream is hiring seasonal, part-time Scoopers to join our Seaport ice cream shop in Boston, MA.

Our Scoopers are the ultimate Van Leeuwen ambassadors, bringing our high standards and hospitality to life in every guest interaction. We’re looking for self-starters who thrive independently and as part of a team in a fast-paced, high-energy environment. The ideal candidate brings positive energy, strong people skills and a genuine passion for ice cream!

This position is SEASONAL and is directly tied to the peak demands of the summer months. The end date of employment is 10/07/2026 unless otherwise specified in the interview.

Seasonal Part Time Scoopers at Van Leeuwen's scoop shops make $17.00 per hour + an average of an additional $4.50-$8 per hour in tips! Tips are based on averages and subject to seasonal fluctuation. Our team members must have availability to work at least three shifts per week and be available to work past 12am.

JOB RESPONSIBILITIES

  • Greet every guest warmly, with enthusiasm and genuine hospitality
  • Able to scoop and serve guests all menu items while maintaining quality and presentation standards
  • Serve as a Van Leeuwen Ambassador, educating guests on flavors, ingredients and special offerings
  • Prepare all fresh, house made menu items daily
  • Accurately operate our Square POS System for a seamless guest checkout process
  • Ability to become familiar with all food safety procedures and follow them as required
  • Maintain store cleanliness, following proper sanitation guidelines
  • Complete daily tasks, including stocking, inventory, and cleaning
  • Follow Van Leeuwen's established safety, grooming, uniform, and employee conduct standards

JOB REQUIREMENTS

  • Must be 18 years of age or older 
  • Genuine passion for ice cream and desserts
  • Possess dexterity to prepare and serve guests all menu items in accordance with established service and build-out standards
  • Able to push/pull/lift 50 lbs of weight regularly
  • Stand for extended periods of time regularly
  • Walk up and down stairs regularly 
  • Stand, bend and reach for prolonged periods of time
  • Ability to thrive in a fast-paced environment
  • Available to work 3 days a weeks (including nights and weekends past 12 am)
  • Reliable, on time and ready for every shift
  • Food handlers certificate required

WHY VAN LEEUWEN?

  • Competitive Pay + Tips 
  • Flexible Scheduling
  • Free Ice Cream (One menu-item while on shift)
  • Positive team environment
  • Career development and growth opportunities
  • Opportunity to be part of a growing, fun brand!
Here at Van Leeuwen, Good Ice Cream Is For Everyone! As an equal opportunity employer, we strive to foster a welcoming, diverse  environment for every employee and customer. We pride ourselves on the creativity that goes into our ice cream and is built in our stores (by YOU) that help us meet our missions and values.