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 .

FAC ENGINEERING/MAINT ENGR

Kroger · Denver, CO, United States

Responsible for managing all engineering aspects of a divisional maintenance program.  Oversee capital and expense allocations for building repairs and equipment replacements for retail stores and company facilities, buildings and grounds. Demonstrate the company’s core values of respect, honesty, integrity, diversity, inclusion and safety.

Responsibilities

  • Manage dispatch and ASP maintenance personnel.
  • Develop capital and expense budgets and allocations for building repairs and equipment replacements.
  • Manage capital and expense projects associated with building repairs equipment replacements.
  • Manage the vendor on boarding process for new and existing vendors.
  • Provide Maintenance Manager with budgets reports, service level reports, repair effectiveness and refrigerant usage.
  • Support store operations with budget reporting, training and attending district meetings.
  • Support maintenance software best practices.
  • Assist in developing and executing division’s HVAC/R and non-refrigerated equipment maintenance programs.
  • Analyze and determine root cause equipment failures and design issues.
  • Support construction and minor capital teams with project scoping, design criteria and quality control.
  • Ensure that equipment and building warranties are captured.
  • Provide engineering support to Facility Engineering’s safety standards.
  • Assist Warehouse Supervisor in developing best practices for R&S and inventory management.
  • Assist with integrating energy reduction best practices into daily maintenance activities.
  • Assist with corporate and divisional sourcing initiatives for maintenance parts, tools, equipment and vehicles.
  • Frequently make significant decisions with close supervision.
  • Travel to division locations regularly to engage staff and evaluate the effectiveness of programs and day-to-day maintenance operations.
  • Supervise and coach direct reports in the performance of their duties; complete performance reviews and provide feedback to direct reports.
  • Must be able to perform the essential functions of this position with or without reasonable accommodation.

Qualifications

Minimum

  • Bachelor’s degree in Engineering or related field
  • Level 7 – 2+ years proven engineering or maintenance experience
  • Level 8 - 7+ years proven engineering or maintenance experience>
  • Basic financial knowledge
  • High level of computer operating skills including MS Office
  • Excellent oral and written communication skills

Desired

  • Energy Engineer
  • Minor Capital Engineer
  • Regional Project Manager