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 .

Commercial Boiler Technician

Westbrook · Orlando

About Westbrook Service Company:

Westbrook Vision
To be a thriving company that makes a lasting impact in Central Florida for generations to come.

Westbrook Mission
To create an employee experience so profoundly different that it leads to changed lives and customers for life.

Job Type: Full-time

Pay: $24.00 - $55.00 per hour

Schedule: Monday to Friday - On call, Pre-Scheduled Night and Weekend work (as needed)

Employee Benefits:

  • Health Insurance - 87% Paid by the Company (Employee Plans starting at less than $11 per week)
  • Paid Time Off (PTO)
  • Paid Holidays per year – 8
  • Paid Sick days per year – 3 (Paid out yearly if not used)
  • Paid Hurricane Days – 3
  • Paid Paternity/Maternity Leave
  • Paid Life Insurance
  • Paid Dental Premiums
  • Paid Long-Term Disability Insurance
  • 401K Match – Plan Increasing up to 7.5%
  • Vision insurance and Free Prescription Safety Glasses
  • Gym Membership Reimbursement
  • Free Annual Premium Brand Work Boots
  • Fun Team building Outings (Universal, Top Golf, and Andretti)
  • AND MORE!

Company-Funded Education Opportunities:

  • Manufactures’ Training
  • Language – Spanish and English
  • Health and Wealth Education
  • Emotional Intelligence, Leadership and Advancement Training

Key Responsibilities of the Commercial Boiler Technician include:

  • Install, maintain, and repair commercial boiler systems in various types of buildings
  • Diagnose and troubleshoot boiler system issues
  • Perform preventative maintenance on boiler systems to ensure safe and efficient operation
  • Read and interpret schematics
  • Follow all safety protocols and regulations
  • Provide excellent customer service
  • Maintaining company issued vehicle, tools, and equipment

Qualified candidates will have:

  • High School Diploma or G.E.D. (Preferred)
  • 2 years minimum of experience as a Commercial Boiler Technician
  • Knowledge of boiler systems, codes, and regulations
  • Proficient in reading and interpreting schematics (blueprints a plus)
  • Strong problem-solving and critical thinking skills
  • Ability to work independently and as part of a team
  • Outstanding customer service skills
  • Commitment to performing high quality work
  • Must have a valid driver's license

(Please note if you do not meet the qualifications above, please see our job posting for Boiler Apprentice)

We are a Drug Free Workplace and Equal Opportunity Employer

Our employee selection process includes the following: drug testing, background check, driving record check, pre-employment assessments, and reference interviews with previous employers