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 .

Weekday 3rd shift Quality Tech

heinz · Coshocton, OH

Job Description

Under the direction of the Quality/Sanitation Staff, the occupant of this skilled position will be responsible for ensuring: 1) that products are produced and tested to specification, 2) compliance and training to Kraft Standards, HACCP, TQC, SSOP, and Regulatory requirements.

Scope of Work

  • Pre-op/other documentation review & follow-up
  • Lab equipment calibrations
  • Tagging, testing & disposition of suspect product
  • Water quality analyses
  • Pickle & product compliance analyses
  • Residual air & opening force testing
  • Maintaining lab supplies inventory
  • Product shelf life sample collection & evaluation
  • Microbiological swabs/samples preparation & processing
  • Sanitation/Quality Data Entry
  • Test chemical concentrations
  • Light levels
  • Temperature & humidity in product areas
  • Maintenance housekeeping survey
  • Posted forms/controlled documents surveys
  • Belly evaluations data
  • Complaints/concerns to suppliers
  • Green Room charts/postings preparation
  • Spec changes/ updates to procedures documents
  • BOS observations
  • Miscellaneous records filing, copying, faxing
  • Serve as emergency back-up for other Quality department representatives.
  • Miscellaneous Quality work as assigned.

Skills

  • Computer/software, mathematics and graphs familiarity
  • Organizational skill, flexibility, resourcefulness, attention to details, initiative
  • Teamwork is also a priority

Pay rate starting at $21.87

Benefits: Coverage for employees (and their eligible dependents) through affordable access to healthcare, protection, and saving for the future, we offer plans tailored to meet you and your family’s needs. Coverage for benefits will be in accordance with the terms and conditions of the applicable plans and associated governing plan documents.

Wellbeing: We offer events, resources, and learning opportunities that inspire a physical, social, emotional, and financial well-being lifestyle for our employees and their families.

You’ll be able to participate in a variety of benefits and wellbeing programs that may vary by role, country, region, union status, and other employment status factors, for example:

  • Physical - Medical, Prescription Drug, Dental, Vision, Screenings/Assessments

  • Social - Paid Time Off, Company Holidays, Leave of Absence, Recognition, Training

  • Emotional – Employee Assistance Program , Wellbeing Programs, Family Support Programs

  • Financial – 401k, Life, Accidental Death & Dismemberment, Disability

Location(s)

Coshocton Plant

Kraft Heinz is an Equal Opportunity Employer that prohibits discrimination or harassment of any type. All qualified applicants are considered for employment without regard to race, color, national origin, age, sex, sexual orientation, gender, gender identity or expression, disability status, protected veteran status, or any other characteristic protected by law. Applicants who require an accommodation to participate in the job application or hiring process should contact [email protected].