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 .

Cadet (Engine)

Anthony Veder · Remote job

Anthony Veder opens a chance to an enthusiastic and motivated individual to join our Fleet department as an Engine Cadet. As an Engine Cadet, you will have the opportunity to gain hands-on experience and develop your skills in the maritime industry.

In this role, you will work closely with experienced engineers and learn about the operation and maintenance of our fleet of vessels. You will assist in carrying out routine maintenance tasks, troubleshooting equipment issues, and ensuring the smooth operation of the ship's engine room. Additionally, you will participate in safety drills and emergency response training to ensure the highest level of safety standards are maintained at all times.

Key Responsibilities:

  • Assist in the maintenance and repair of ship engines, machinery, and equipment

  • Perform routine inspections and maintenance tasks under the guidance of senior engineers

  • Assist in troubleshooting and resolving equipment malfunctions

  • Ensure compliance with safety regulations and procedures

  • Participate in training programs to enhance technical knowledge and skills


To succeed in this role, you should have a strong interest in the maritime industry and a desire to pursue a career as a Engine Officer. You should also possess excellent communication and teamwork skills, as you will be working closely with a diverse team onboard our vessels.

This is an excellent opportunity for individuals who are passionate about the maritime industry and eager to gain practical experience in a dynamic and challenging environment.

If you are ready to embark on a rewarding career as a Engine Cadet with Anthony Veder, we invite you to apply today!