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 .

HVAC Residential Install Lead

Howardair · Phoenix, AZ

Salary {'unit': 'USD', 'max_value': '26.0', 'min_value': '26.0'} True Field Southwest Region G2G - Howard Enterprises G2G - Howard Air

About the Role:
We’re looking for an experienced and motivated HVAC Installer to join our team! In this role, you will install and commission HVAC systems in residential homes, ensuring every project meets our high standards for quality and customer satisfaction. You’ll also provide technical support to the Retrofit Department and assist with specialized services such as system startups, zoning, wine room systems, and quality inspections.

Key Responsibilities:

  • Install and start up residential HVAC systems in retrofit applications.
  • Perform quality inspections to ensure all installations meet company and manufacturer standards.
  • Review daily schedules and confirm necessary parts and materials are loaded and ready.
  • Support the Retro Field Supervisor and Retro Manager with communication, scheduling, and updates.
  • Provide technical assistance for troubleshooting issues (both on-site and by phone).
  • Assist with zoning systems, wine unit installations, and specialty equipment.
  • Conduct first-year utility or maintenance visits as assigned.
  • Participate in team and department meetings, including monthly tech and retrofit meetings.
  • Stay current with training, certifications, and new product knowledge.
  • Perform other duties as assigned to support department operations.

Qualifications:

  • EPA Certification and NATE Certification helpful.
  • Proven experience with residential HVAC installation.
  • Strong communication and customer service skills.
  • Excellent problem-solving abilities and attention to detail.

Benefits:

  • Competitive pay and great work environment
  • Health Coverage: Comprehensive benefits - Medical, Dental, Life, Vision insurance 
  • 401K retirement plan with partial company match 
  • Company-provided iPhone and iPad
  • Paid vacation and holidays
  • Fully equipped company truck with parts, equipment, and gas card (For Qualified Positions) 
  • Training & Development: Continuous education and advancement opportunities
  • Company Culture: Supportive, inclusive, and team-oriented work environment

Work Environment:

Works in field environments across residential job sites, climbing ladders and navigating uneven surfaces. Regularly works in confined spaces and moves materials up to 50 pounds. Operates hand and power tools and vehicles. Must be able to see, hear, and exchange accurate information with customers and team members. Regular exposure to outdoor weather, noise, and dust. Reasonable accommodations may be made to perform essential functions.

Apply today!

#HOW

 

Pay Range
$70,000$90,000 USD

Howard Air

For more than 30 years, Howard Air has focused on providing the latest technology in superior comfort to meet our customers’ air conditioning and heating needs. When you join us, you will proudly be a part of an exclusive group of the highest trained and top earning professionals in the HVAC industry. Earn the most you’ve ever made in the HVAC industry while enjoying flexible work schedules for an unbeatable work/life balance, along with the best tools, equipment, vehicles, and facilities in the industry.

We are an equal-opportunity employer committed to diversity and inclusion in the workplace. We prohibit discrimination and harassment based on race, color, sex, religion, sexual orientation, national origin, disability, genetic information, pregnancy, or any other protected characteristic outlined by federal, state, or local laws.

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