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 .

Skilled Maintenance Technician

Toyota Motor · Georgetown, Kentucky

Overview

Who we are

Toyota Manufacturing is looking to develop new innovative solutions to support the future of mobility, and values being a member of a local and global community. We offer an inclusive team environment that values “respect for people” and we are a company with a rich history and an exciting future to pursue your professional dreams. Along with great pay, amazing benefits, and a stable work environment – Toyota Manufacturing has it all.

To save time applying, Toyota does not offer sponsorship of job applicants for employment-based visas or any other work authorization for this position at this time.

Who we’re looking for
 

Toyota’s General Maintenance Department is looking for a passionate and highly-motivated Skilled Maintenance Technician. The primary responsibility of this role is preventative maintenance of electrical and mechanical equipment in accordance with standards. 

What we offer

  • Starting hourly rate of $41.33 - $47.10
  • $1.50 hourly shift premium for 2nd and 3rd shifts.
  • Bi-yearly Bonus opportunity.
  • Shift hours: 1st 6am - 2:45pm, 2nd 2pm - 10:45pm, 3rd 10pm - 6:45am.
  • Professional growth and development programs to help advance your career, as well as tuition reimbursement.
  • Excellent healthcare & wellness plans for your entire family.
  • Paid holidays and paid time off.
  • Work environment built on teamwork and respect.

What you’ll be doing

Skilled Maintenance Technicians support the production, quality, cost, and safety goals of the manufacturing operation and plant facilities. All skilled personnel are responsible for preventive maintenance, process and equipment improvements, and effective troubleshooting. These responsibilities include:

  • Test and repair hydraulic, pneumatic, and electrical equipment or systems. (Involving circuits, relay logic, wiring, motors, servo drives, etc.)
  • Fabricate and machine components to repair jigs, fixtures, and parts (metal, plastic, and wood) for projects, equipment repair, maintenance work orders, and machine modifications.
  • Write, program, troubleshoot, modify, and/or repair programmable logic controllers, CNC machines, robotics, and other electronic equipment.
  • Troubleshoot and repair hydraulic, pneumatic, electrical equipment and machine components.
  • Perform basic administrative skills including documentation of work performed by written/electronic methods.
  • Ability to problem solve and continuously improve safety, quality, and productivity.

What you bring

  • 2 year associates degree in a related field and 1 year of Industrial Maintenance experience/3 years Industrial Maintenance/Military experience.
  • Strong electrical and mechanical knowledge.
  • Demonstrated success in troubleshooting and problem-solving.
  • Technical knowledge and skills in the following areas: PLC's, Computers & Information Technology, Hydraulic/Pneumatic, Motion/Motor Control, Welding, Machining.
  • Available to work any shift including overtime, holidays, weekends, and shutdowns.

Added bonus if you have

  • Electrical degree, diploma, or certification of completion for studies of electricity.
  • Documentation of any state Journeyman’s Electrical License current or expired.
  • Experience working with and/or repairing Robotics.

What we’ll bring

During your interview process, our team can fill you in on all the details of our industry-leading benefits and career development opportunities. A few highlights include:

  • A work environment built on teamwork, flexibility, and respect.
  • Professional growth and development programs to help advance your career, as well as tuition reimbursement.
  • Team Member Vehicle Purchase Discount
  • Toyota Team Member Lease Vehicle Program (if applicable)
  • Comprehensive health care and wellness plans for your entire family.
  • Flextime and virtual work options (if applicable).
  • Toyota 401(k) Savings Plan featuring a company match, as well as an annual retirement contribution from Toyota regardless of whether you contribute.
  • Paid holidays and paid time off.
  • Referral services related to prenatal services, adoption, childcare, schools, and more.
  • Tax-Advantaged Accounts (Health Savings Account, Health Care FSA, Dependent Care FSA).

Belonging at Toyota

Our success begins and ends with our people. We embrace all perspectives and value unique human experiences. Respect for all is our North Star. Toyota is proud to have 10+ different Business Partnering Groups across 100 different North American chapter locations that support team members’ efforts to dream, do and grow without questioning that they belong.

 

Applicants for our positions are considered without regard to race, ethnicity, national origin, sex, sexual orientation, gender identity or expression, age, disability, religion, military or veteran status, or any other characteristics protected by law.

If you have a question or need assistance, email [email protected]