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 .

Production Associate

Cirkul · Salt Lake City, Utah, United States

What is Cirkul? 

Cirkul is a rapidly growing company on a mission to transform how beverages are developed, distributed, and enjoyed. It’s a new way to hydrate—so much so that 96% of customers say they drink more water with Cirkul!* With over 150 flavor options available without sugar or calories, Cirkul provides customers with a fully customizable, reusable water bottle and cartridge system. Since 2018, millions have dropped sugary soda and energy drinks, and turned up their plain boring water with Cirkul! A full range of products is available at DrinkCirkul.com, and Cirkul is also sold by Amazon, Costco, Walmart, Kroger, and grocery stores nationwide. 

*Based on a survey conducted with 3,258 Cirkul Customers

What is this role? 

As a Production Associate for Cirkul you will be working on the manufacturing process of blending, product assembly, packaging of finished products and order fulfillment.

What does an average day look like? 

  • Driving Results: Hold self-accountability while working in a fast-paced environment and delivering quality performance.
  • Taking Ownership: Show up ready to work. Willing to receive feedback on performance.
  • Making Decisions: Troubleshoot and report any problems that may arise on the production line.
  • Cultivating Relationships: Work in a friendly, team environment with a focus on driving production.
  • Instilling Trust: Keep up with safety protocols when operating equipment and by wearing correct PPE at all times.
  • Customer Focus: Hit daily production targets and complete each individual task in an effective and timely manner.

What background should you have? 

  • 1+years of experience in a manufacturing/warehouse environment
  • Comfortable with temperatures that can vary between 60°F and 90°F in some parts of the warehouse 
  • Can lift up to 49 pounds
  • Be able to push utility carts up to 60 pounds
  • Need to be able to stand, walk, push, pull, squat, bend, and reach during shifts
  • Have used carts, dollies, hand trucks, and other gear to move items around
  • Can go up and down stairs (where applicable)
  • Adhere to strict safety, quality, and fulfillment production standards

What do we offer? 

  • Competitive salary based on experience and market 
  • Generous benefits, 401k match, and PTO (even insurance for your fur babies!)
  • Employee discounts on Cirkul products 
  • New corporate office space with great amenities 
  • Opportunity to work with a best in class team, in a hyper growth company, taking over the hydration industry
  • A culture that rewards results 

Please review our privacy policy here

Please note: At this time, we will not provide sponsorship for employment visas. Candidates must be authorized to work in the United States without current or future sponsorship.

Cirkul, Inc. is an Equal Opportunity Employer. We believe in hiring a diverse workforce and are committed to sustaining an equitable and inclusive, people-first environment. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, or disability status. If you'd like more information about your EEO rights as an applicant under the law, please download the available EEO is the Law & EEO is the Law Supplement documents.