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 .

QA Associate

Kemin

QA Associate

Location US-MO-Verona
Posted Date 4 weeks ago(4/2/2026 11:48 AM)
Job ID
2026-11828
# Positions
1
Category
Hidden (15733)
Position Type
Regular Full-Time

Overview

NOW HIRING - QUALITY ASSURANCE ASSOCIATE

 

Kemin is seeking a full-time Quality Assurance Associate for our Missouri campus!

Our Missouri campus consists of operations in both Verona and Sarcoxie and was

Awarded 2025 "Leader of the Pack" for safety by Missouri Association of Manufacturers!

The primary location for this position is in Sarcoxie, Missouri.

 

  • Kemin provides ingredients to feed a growing population with its commitment to the quality, safety and efficacy of food, feed and health-related products to customers in more than 120 countries. We are seeking a QA Associate who can help us meet that commitment! 

 

Join the Kemin Team and Transform Lives!

Established in 1961, Kemin is a privately held, family-owned-and-operated company with more than 2,800 global employees and operations in 90 countries, including manufacturing facilities in Belgium, Brazil, China, India, Italy, Russia, San Marino, Singapore, South Africa and the United States. We are a global ingredient manufacturer that strives to sustainably transform the quality of life every day for 80 percent of the world with its products and services.  

 

Join a team committed to creating a quality product within a servant leadership culture. As a  Kemin team member, you will experience…

 

A competitive financial package- in addition to your salary, we offer

    • an uncapped bonus opportunity
    • 401k match program
    • benefits eligibility day one including paid vacation and holidays. 

 

Robust health and wellness support- we are proud to offer a fitness reimbursement (for your whole family!), and free fresh fruit in break areas- just to name a few.

 

Continued learning opportunities- Kemin offers tuition reimbursement and recently launched a new corporate university with online and in-person training opportunities for growth and development throughout your entire career. 

Responsibilities

  • Review batch records and bring variances forward, as applicable.
  • Must follow all procedures and SOPs/forms and assist with updates.
  • Must maintain proper quality documentation.
  • Support Change Management process as necessary.
  • Participate in internal audits, as necessary.
  • Facilitate GMP audits, as applicable.
  • Trained on external audit process and support, as necessary.
  • Coordinate Corrective Action/Preventive Action (CAPA) activities, as applicable.
  • May collect samples, prepare shipments and inspect raw materials and finished goods.
  • May perform raw material, finished goods, and packaging release, with supervision, as applicable.
  • Daily data entry as applicable.
  • Assist with nonconformities, as applicable.
  • Must follow the Quality Management System.
  • Review and request supplier documents, as applicable.
  • Prepare communication for customers, under guidance.
  • Must work closely with cross functional teams (including Operations, R&D, and other quality groups).
  • Follows and maintains an environment of food and/or feed safety in compliance with rules and regulations, as applicable.
  • Other duties as assigned.

Qualifications

  • High School Diploma with 5 years of related experience, or Associates Degree with 2 years of related experience or Bachelor's Degree (4 year degree) with no experience.
  • Previous manufacturing, warehouse, inventory, inspection, internal and external auditing, GMP, or other related experience preferred.
  • Must have and maintain an insurable driving record.
  • Must have reliable transportation and flexibility to work both the Verona and Sarcoxie sites as needed.
  • Must be a self-starter and able to work independently and interact well with others in a team environment.
  • Must be able to use computer systems, MS Office, M3 LIMs, etc.
  • Must have attention to detail with good written, oral communication and math skills.
  • Ability to operate, troubleshoot, perform maintenance, instruct and perform method validation on lab equipment.

 

We are an equal opportunity employer. We consider all qualified applicants without regard to race, color, creed/religion, national origin, ancestry, citizenship or immigration status (where applicable), sex, sexual orientation, gender identity or expression, pregnancy/childbirth/breastfeeding or related conditions, age (40+), disability (including the use of a service animal), genetic information, marital status, familial or caregiver status, military or veteran status, status as a victim of domestic violence, reproductive health decision‑making, and any other status protected by applicable federal, state, or local law. We also prohibit retaliation for raising concerns or participating in an EEO process. Applicants who need a reasonable accommodation to apply or interview can email [email protected].

 

A post-offer background check and drug screen is required.  Additional pre-employment requirements may be necessary based on position.

 

Kemin is a drug-free and tobacco-free campus.   

 

 

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