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 .

Sr. Continuous Improvement Manager

Scismic · Geneva, New York

Scismic is supporting a global consulting company that fosters a highly collaborative and inclusive culture, encouraging creativity, growth, and innovation. With a team of over 1,000 professionals across 50 global markets, the organization partners with world-class clients to solve complex business challenges across diverse industries. The company values a “builder’s mindset,” empowering employees to create new solutions, develop lasting impact, and grow their careers in a supportive environment. About the site – this facility manufactures hair care products (shampoos, conditioners, aerosol products) 750k sq. ft. facility, highly automated and always looking to improve production processes Sr. Continuous Improvement Manager – You will be part of the site Sr. Leadership team.  You will be responsible for setting the direction for site continuous improvement.  You will work cross functionally with multiple departments and stakeholders to drive the initiatives. What you´ll do: Identifies and executes improvement projects from planning through completion. Identifies and drives improvement to plant standards, such as visual management, standard work instructions, technical work instructions, centerlines, set up sheets, machine parameter settings, etc. Collaborates cross functionally to identify and implement improvements.Interfaces with global leaders to report out on local production system roadmaps, performance data, and best operating practices. Analyze business processes and perform line studies to identify opportunities and drive improvements to completion. Create Process and Value Stream Maps to identify losses in efficiency, and aids in implementing solutions to improve. Collaborates to develop short and long-term strategies to reduce waste and increase efficiencies throughout the facility. Develops and delivers training to the facility. Owns part of the plant MES system which requires reports to be developed and presented to different corporate functions. Drives kaizens, implementation of HPS, and other projects focused on improving plant efficiency, machine reliability, sustainability, and the reduction of waste. Other duties as assigned. Requirements 5+ years in Manufacturing environment Managerial experience necessary, 1-3 years preferred 5+ years implementing structured Lean systems in a manufacturing environment. Highly developed understanding of TPM methodologies and implementation Demonstrated ability to present proposals and projects to all levels of employees. Ability to quantify improvements per KPI, lead RCA to solve production loss issues, lead change, and create process flows, value streams and flow diagrams. Proficient in the use of value stream maps, fishbone diagrams, 5S, SMED visual management and other Lean tools Salary – $135-140k with 10% bonus