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 .

General Assistant - Crosby House

VSA · Aberdeen, GB

We are currently recruiting a General Assistant whose role will be to offer domestic support to ensure our service environments are kept to a high standard of cleanliness. You will provide support and assistance in the kitchen and dining room and carry out housekeeping tasks. You should have some basic food preparation skills, a keen eye for detail and be comfortable carrying out routine procedures according to specified work standards.

Salary/Rate: £12.60 per hour

Hours/Rota: 20 hours per week

Location: Crosby House, Aberdeen

Purpose of Job:

To carry out housekeeping and related tasks to identified standards so as to contribute towards the delivery of a quality service designed to meet the needs of service users.

Main Duties/Responsibilities:

  • Carrying out general housekeeping tasks, including basic food preparation if required, to agreed work schedules and quality standards so as to maintain effective service delivery.
  • Using and storing equipment, machinery and cleaning agents in a safe manner according to instructions and agreed procedures.
  • Communicating effectively with others in the workplace, providing written and verbal information when required according to agreed reporting procedures.
  • Developing and maintaining positive relationships with service users within agreed operational and organisational parameters.
  • Identifying and evaluating hazards and risks, in line with VSA’s Health and Safety policies and security procedures, to reduce the risk to self, service users and other staff members.
  • Assisting with dining room and kitchen duties as and when appropriate.
  • Carrying out any other duties which may be required from time to time provided the tasks are both reasonable and within the post-holder’s capabilities.
  • Have awareness and work within internal control systems in your area to facilitate improvement in the quality of service provided.

Key Skills/Aptitudes:

  • Must be able to communicate in the workplace verbally and also by providing written information.

If interested in this General Assistant role, apply today!