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 .

Production Supervisor

Flextronics · Mexico, Guadalajara

Flex is the diversified manufacturing partner of choice that helps market-leading brands design, build and deliver innovative products that improve the world. 

A career at Flex offers the opportunity to make a difference and invest in your growth in a respectful, inclusive, and collaborative environment. If you are excited about a role but don't meet every bullet point, we encourage you to apply and join us to create the extraordinary.

Job Summary

To support our extraordinary teams who build great products and contribute to our growth, we’re looking to add an Production Supervisor located in Guadalajara North.

Reporting to the Operations Manager the Production Supervisor’s role involves:

What a typical day looks like:

  • Supervises production staff on work method and quality checkpoints.
  • Coordinates efforts of operations team by establishing procurement, production and engineering services policies and practices.
  • Ensures ISO and safety standards are adhered too.
  • Leverages industry practices and applies to internal systems and processes.
  • Provides supervision and direction to subordinate staff and coordinates workflow within major work unit, including distributing work, disseminating information, assigning staff to cover for absences, providing technical assistance, answering questions, and resolving problems within the work unit supervised.
  • Supervises the development and implementation of training programs within the work unit supervised.
  • Serves as a liaison between the work unit and other offices and outside agencies for the distribution and collection of information and to resolve operational issues.
  • Develop and implement new procedures and respond to changes in statutes and administrative policies.
  • Trains staff in the use of automated systems and word processing software, introduces new versions or functions, trouble shoots problems, and attends meetings.
  • Experience in Electronic Industry (desirable)

The experience we’re looking to add to our team:

  • Intermediate English.
  • Typically requires a bachelor’s degree
  • Assists in the preparation of the budget for the work unit.
  • Performs reviewing work performance, motivating subordinates to work more effectively, identifying problems with performance and solutions to those problems, defining training needs to improve performance,
  • Participates in the hiring and promoting of staff within the work unit supervised, including serving on a panel to interview applicants and making recommendations to superiors.
  • Prepares and/or processes personnel activities such as promotions, appointments, transfers, leaves of absence.
  • Supervises the maintenance of personnel records and time sheets for staff supervised.
  • Coordinates time off requests to ensure adequate coverage.

What you’ll receive for the great work you provide:

  • Pantry vouchers
  • Saving Fund
  • Christmas bonus
  • Holiday bonus
  • Medical Insurance
  • Life Insurance

EM57

Job Category

Operations

Required Skills:

Optional Skills:

Flex is an Equal Opportunity Employer and employment selection decisions are based on merit, qualifications, and abilities. We do not discriminate based on: age, race, religion, color, sex, national origin, marital status, sexual orientation, gender identity, veteran status, disability, pregnancy status, or any other status protected by law. We're happy to provide reasonable accommodations to those with a disability for assistance in the application process. Please email [email protected] and we'll discuss your specific situation and next steps (NOTE: this email does not accept or consider resumes or applications. This is only for disability assistance. To be considered for a position at Flex, you must complete the application process first).