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 Assistant

Printpack · Bloomington, IN

Printpack Bloomington is looking for candidates to fill a day shift production assistant position in the Finishing Department.

Schedule: Monday-Thursday 7AM-7PM. 48 hours per week.

Pay: $19.00 an hour

An ideal applicant is reliable and able to work with attention to detail and safety standards. Being a team player is essential since all tasks will require close collaboration with co-workers. Good attendance is a must.

Printpack offers a clean, safe, climate-controlled work environment and a competitive benefits package including:

• Medical/Dental/Vision Coverage
• Life Insurance
• Short/Long Term Disability
• 401(k) plan with employer contributions/match
• Employee Assistance Programs
• Educational Assistance
• Service Awards
• Paid Holidays
• Paid Parental Leave

Assistants support the operations of the Finishing Department including setup, operation, quality production, general adjustments of the equipment, housekeeping and safety inspections.

Key Responsibilities: 

  • Responsible for general machine operation and adjustments while giving operator breaks
  • Stage material and ensure proper set up of bag machines
  • Perform routine safety inspections of equipment
  • Maintain housekeeping standards in the work area
  • Ensure product meets quality requirements
  • Rework quality issues as needed

Qualifications

  • Must be 18 years of age or older
  • Stable work history
  • Ability to pass a drug screen and background check

Knowledge, Skills & Abilities  

  • Must have the ability to accurately read a tape measure
  • Strong time management skills and ability to follow instructions
  • Must be able to demonstrate the ability to troubleshoot problems

Physical Demands

  • Lifting up to 50 pounds
  • Must be able to climb, kneel, bend, squat
  • Must be able to grasp, push, pull and have fine motor skills
  • Must be able to stand for extended periods of time
  • Ability to wear PPE including but not limited to hearing protection, steel-toe shoes, safety glasses

Work Conditions

The majority of tasks will be performed in a manufacturing setting with exposure to:  

  • Noise levels above 80 dB  
  • Operation of complex machinery  
  • Solvents, fumes and inks 
  • Variable Temperatures 

Printpack is proudly an equal-opportunity employer. We are committed to creating an inclusive environment. Embracing diversity enhances our work culture and is vital to our success. We do not discriminate based on race, color, religion, sex (including pregnancy), national origin, gender identity, sexual orientation, marital/parental status, genetic information, age, national origin, ancestry, ethnicity, disability, marital status, military or veteran status or affiliation, or any other characteristic protected under applicable law.

To view your rights and government notices, please see the links below:

Know Your Rights  - Conozca sus Derechos  Your Rights Under USERRA (dol.gov)   -   FMLA   -   FMLA (Spanish) -  Polygraph Protection   -  Right to Work  -  Right to Work (Spanish)

Printpack is committed to helping individuals with disabilities participate in the workforce and ensure equal opportunity to compete for jobs. If you need a reasonable accommodation to assist you with your application for employment or job search, please get in touch with us by sending an email to [email protected].  Please include in your email a brief description of the accommodation you are requesting and the position for which you are interested in applying.