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 .

Hygiene Manager

DUNBIA (UK) · Cross Hands, Llanelli, Dyfed

Overview An exciting new role as a Hygiene Manager has become available at our retail packing facility in Wales.  Due to our continued growth and expansion within the UK and Ireland, this role will support the future growth and business development strategy.  As a key representative of the Food Safety & Quality division of the company, this role will provide opportunity for personal growth and development, operating at a strategic level, this will be a dynamic role with scope to drive and manage a wide range of initiatives while collaborating with, and supporting, a high performing and effective Technical team. Responsibilities The Hygiene Manager is responsible for managing day-to-day hygiene activities and systems across the Site. Specific Daily / Weekly Duties Manage day to day hygiene activities and systems across the Site. Ensure hygiene standards are met and continuously improved. Lead, train and develop the hygiene team. Collaborate with internal and eternal stakeholders to enhance hygiene systems and standards. Ensure compliance with Company manufacturing standards, legislation and customer requirements. Implement technical strategies base don customer and business needs. Lead the function in audits and visits. Operate as part of the technical team to standardize and deliver best practices. Qualifications Key Skills Strong literacy and numeracy skills. Proficient in IT, including Microsoft Office, Hygiene Systems, and ERP management systems. Attention to detail and quality. Ability to effectively demonstrate and describe procedures. Experience in building and managing a team, with the ability to motivate staff. Self-motivate with a hands-on approach. Excellent communication skills with a professional and positive attitude. Good interpersonal, influencing, coaching and negotiating skills. Knowledge of food safety principles and BRC standards. Full UK driving license and willingness to travel as necessary. Preferable Skills Background and previous work experience in Hygiene within a manufacturing environment is preferable. Permanent Night Shift Sunday – Thursday or similar (5 days per week) 40 working hours/ week 31 days annual leave