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 .

Mechatronics Application Engineer - Northeast

Festo · United States

Join Festo Corp in revolutionizing the industrial automation and robotics industry with our innovative motion control and advanced mechatronic products and systems.

Requirements

  • Provide technical advice and support to sales, distribution partners, and customers regarding specific applications and production processes within industry segments.
  • Create technical content for marketing activities, including application or video tutorials.
  • Engage with external control groups in public platforms to stay updated on market trends.
  • Develop and foster relationships with controls engineers at customer organizations.
  • Maintain regular communication with other MAEs and Technical Support colleagues across North America (Canada, United States, and Mexico) to share product and application information.
  • Onsite customer support for prototype startups in order to do “proof of concept”, good working knowledge of third-party PLC software, network configuration and device integration coverage including product sizing and selection.
  • Establish and maintain a repository of common software applications and libraries to streamline the commissioning process for customer applications.
  • Gather customer feedback on product and solution usage and relay it to Product Management for future development.
  • Collaborate closely with the Technical Support department to provide timely solutions for technical support tickets.
  • Evaluate the technical and commercial feasibility of proposals based on comprehensive technical and application knowledge.
  • Discuss technical proposals, including controls and electromechanical products and solutions to optimize machine performance with a strong focus to increase component sales.
  • Contribute to discussions on machine concepts to optimize the design of automated machinery, defining specifications and concepts.
  • Provide support on matters related to norms and regulations.
  • Identify and secure projects based on exceptional application, automation, and sector competence.
  • Share knowledge with Business Drivers to promote the adoption of solutions.

Benefits

  • Retirement Plan
  • 401k Matching
  • Generous Paid Time Off
  • Tuition Reimbursement

Originally posted on Himalayas