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 .

Maintenace Technician

KONE · Makkah

Customer relationship management
• Responsible for customer satisfaction through quality of service and through regular, proactive, and precise on-site communication (callout ETA, job performed, etc)
• Responsible for accurate and real time back reporting of work performed (at the equipment level) in order to ensure the accuracy of e-Optimum and Customer Notification.
• Accountable for maintaining excellent relationships with the customers, the contact person and end-users presents on site, by applying the Ambassador attitude.
• Accountable for equipment safety and performance
• Accountable for managing the site environment during service operations
• Accountable for identifying site risk, and communicate them to his supervisor
• Accountable to take immediate action on site in case of high risk identification and to apply the escalation procedure
• Accountable for identifying “unplanned” service repairs based on the equipment needs, contacting the on-site contact person, get his approval if not covered by the contract, and perform them

Service operations
• Accountable for the end-users and the site safety
• Accountable for the safe working environment
• Responsible for safe working practices and carrying out the operations according to maintenance instructions and safety instructions.
• Accountable for the execution of the service visits (planned maintenance, callouts and service repairs) respecting the schedule and time limit (callout), the quality standards, the time allocation and the processes
• Responsible for effectively planning his workload, in conjunction with the service supervisor
• Accountable for raising sales lead to his supervisor
• Accountable for very precise and timely back reporting of the work done according to the process
• Responsible for submitting time sheets based on the execution
• Responsible for managing his proximity stock (shelving, inventory, stock transfer, etc), identifying the spare need, requesting the spare to his supervisor.
• Responsible for keeping the service tooling, van, instruments, etc safe, maintained and in good condition
• Contributes to the ongoing improvement of the products, the methods and the safety by feedback to the PCM organisation and his supervisor
Leadership / People management
• Responsible for regular update of his supervisor on all relevant information
• Responsible for being familiar with all aspects of lift and associated technology and accountable for attending the proposed training
• May be required to give training/coaching to persons nominated by the supervisor

Are you the one?

  • Education level: Diploma or high school in electrical or mechanical Excellent communication with a multi-nationality team
  • Have a minimum 3 years’ experience in our fields
  • To comply with the current labor regulations, this role is only open for Saudi nationals

At KONE, we are focused on creating an innovative and collaborative working culture where we value the contribution of each individual. Employee engagement is a key focus area for us and we encourage participation and the sharing of information and ideas. Sustainability is an integral part of our culture and the daily practice. We follow ethical business practices and we seek to develop a culture of working together where co-workers trust and respect each other and good performance is recognized. In being a great place to work, we are proud to offer a range of experiences and opportunities that will help you to achieve your career and personal goals and enable you to live a healthy and balanced life.

Read more on www.kone.com/careers