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 Service Technician

Proskill · Phoenix, AZ

Hourly {'unit': 'USD', 'max_value': '25.0', 'min_value': '25.0'} True Field Southwest Region 47K - Proskill Plumbing 47K - Proskills

Howard Air is seeking an experienced HVAC Service Technician to join our team. In this role, you will provide expert installation, maintenance, and repair services for HVAC systems in residential and commercial settings. You will use advanced diagnostic tools to ensure optimal system performance and deliver exceptional service to our clients.

Key Responsibilities:

  • Service and repair HVAC systems: Analyze system issues and identify appropriate repair courses of action; prepare written work cost estimates and customer recommendations. Maintain truck inventory. Ensure necessary tools and equipment for each job are present.
  • Troubleshoot and resolve issues: Complete diagnostic troubleshooting of HVAC Systems, checking the layout of existing HVAC devices and units to plan work procedures properly.
  • Conduct maintenance and repair: Perform regular system checks and preventive maintenance to ensure reliability and efficiency. Complete repairs and offer recommendations for ongoing maintenance.
  • Customer interaction: Deliver excellent customer service by addressing client concerns with professionalism and courtesy.
  • Safety and compliance: Follow all safety standards and regulations to maintain a safe working environment.
  • Documentation: Keep accurate records of services performed and parts used. Document service performed and recommendations made by completing applicable forms, reports, logs, and/or records.

Qualifications and Requirements:

  • Relevant HVAC training program or apprenticeship helpful
  • Experience: Minimum of 3 years of experience as an HVAC technician.
  • Licenses: Valid HVAC technician license and driver’s license.
  • Skills: Strong technical knowledge, excellent problem-solving abilities, attention to detail, and effective communication skills.
  • Physical Requirements: Ability to work in various conditions, including confined spaces and at heights; physical stamina and dexterity.

 Benefits:

  • Hourly Pay + Performance Incentives
  • 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!

#PRO

Pay Range
$80,000$120,000 USD

About ProSkill Services:

Thousands of people across the North Valley have become ProSkill life-long customers. Our plumbers, electricians and HVAC technicians are highly trained professionals with genuinely good hearts and great personalities. We're located in beautiful Anthem Arizona, just North of Phoenix, and we service the entire Northern part of the Valley. Our AC and heating experts, electricians and plumbers in Anthem cover everything from Scottsdale to Glendale to Surprise. Electrical work, plumbing, heating and air conditioning is our life!

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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