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 II

Daikin Industries · Virginia Beach, VA 23454

Join the world's largest HVAC company, named by Forbes as one of America's Best-In-State Employers 2025!

Daikin Applied is seeking a full-time HVAC Service Technician II. You’ll have the opportunity to work on all types of commercial and industrial equipment and cutting-edge technologies. Receive comprehensive training through in-person, online, and on-the-job programs. The equipment you’ll service includes, but is not limited to, large and small rooftop units, mini-split systems, chillers, and boilers. Make an impact and shape your career with a company passionate about growth. Come be part of an exciting journey at Daikin Applied, where innovation and excellence drive everything we do!

Location: Virginia Beach, VA - Onsite

Your Responsibilities:

  • Perform maintenance of commercial HVAC equipment including logging machines, cleaning coils, brushing tubes, replacing filters, replacing belts and proper lubrication
  • Repair and replacement of defective equipment, components, or wiring related to fan coils, water source heat pumps, applied air handling units, rooftop units, cooling towers, and condenser tubes
  • Maintain and inspect equipment to identify potential problems to prevent premature and unexpected breakdowns or callbacks
  • Perform warranty service application by inspecting and testing systems to verify functionality of HVAC equipment and components
  • Direct Level I technicians through hands-on demonstrations of all necessary steps to troubleshoot and repair equipment
  • Introduction to centrifugal rebuilds from Lead and Level III technicians
  • Record and report billing, inventory, timecards, technician tip reports, and other articles as required and in a timely manner
  • Interact with customers by offering status reports of service before, during, and after each call Explain technical information to both technical and non-technical audiences
  • Participate in available training through regional technician trainers, off-site learning modules, and Daikin Learning. Maintain all required certifications and continue to develop new skill sets
  • Ensure standards, policies, procedures, and maintenance of a clean work area are always upheld
  • Follow all OSHA and Daikin Applied safety policies and procedures

Your Qualifications:

  • High School Diploma or GED, and/or 3+ years of experience in HVAC or related industry
  • Associates Degree or technical school HVAC certification (preferred)
  • Valid Driver’s License and acceptable driving record
  • Required license(s) and/or training card as required by local law district
  • Rotational Emergency Call Support availability as required
  • EPA approved Universal Technician Certification (preferred)
  • OSHA 10 certification (preferred)
  • Current first aid / CPR card (preferred)

Your Benefits:

Daikin Applied offers the following benefits for this position, subject to applicable eligibility requirements: 

  • Multiple medical insurance plan options plus dental and vision insurance  
  • 401K retirement plan with employer match
  • Paid time off and company paid holidays
  • Paid sick time in accordance with the federal, state and local law
  • Tuition Reimbursement after 6 months of continuous service 
  • Daikin Applied provides technicians with a logoed company vehicle, laptops, mobile devices, and other technologies

Work visa sponsorship is not available for this position

The typical hourly pay rate for this position ranges from $27.60 - $43.00 in VA. The range displayed represents the pay range for all positions in the job grade which this position falls. Individual base pay will depend on a wide range of factors including your skills, qualifications, experience, and location.

If you're looking for an engaging career with growth opportunities in a supportive environment, you'll love a career at Daikin Applied!