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 .

Knowledge Intelligence Partner

Lindawernerassociates · United States

Role Overview

The organization is seeking a highly organized and detail‑oriented Knowledge Intelligence Partner to support the development and ongoing optimization of an AI‑powered HR knowledge management ecosystem. This role blends content operations, knowledge management, and light project coordination to ensure HR information is accurate, accessible, and intelligently structured for employees across the company.

The ideal candidate is proactive, systems‑minded, and comfortable working independently in a fast‑paced environment. You will help maintain and improve HR knowledge repositories, support content governance, and leverage AI‑driven tools to enhance searchability, tagging, and content quality. Your work will directly contribute to a scalable, ethical, and user‑centered knowledge experience.

Key Responsibilities

Knowledge Management & Content Operations

  • Maintain and organize HR knowledge repositories, ensuring content is accurate, current, and easy to navigate.
  • Support teams by creating templates, guides, and process documentation to standardize content creation and updates.
  • Assist with content migration, restructuring, and platform organization.
  • Tag and categorize content using established taxonomies, metadata standards, and AI‑assisted tools.
  • Generate usage and performance reports to identify content gaps and improvement opportunities.
  • Respond to knowledge requests and help employees locate HR resources efficiently.

Governance & Content Quality

  • Provide frameworks, training, and guidance to help teams audit and update their content.
  • Ensure content adheres to quality, consistency, and ethical AI standards.
  • Support cross‑functional contributors in following review and approval workflows.

Project Coordination & Stakeholder Support

  • Coordinate knowledge management initiatives from planning through completion.
  • Develop project timelines, milestones, and deliverables for content and knowledge‑related workstreams.
  • Facilitate stakeholder meetings to gather requirements, share updates, and align on priorities.
  • Track action items and follow up with contributors to ensure deadlines are met.
  • Prepare project status reports, dashboards, and presentations for leadership.

Minimum Qualifications

  • Bachelor’s degree in information management, library science, communications, or a related field.
  • 4+ years of project or program management experience in operations, learning & development, communications, or similar functions.
  • 2+ years of experience in knowledge management, content management, documentation, or knowledge intelligence.
  • Ability to quickly learn new knowledge management, AI, and collaboration tools.
  • Strong organizational skills and exceptional attention to detail.
  • Excellent written communication skills.
  • Demonstrated ability to manage timelines, coordinate projects, and prioritize multiple workstreams.
  • Ability to work independently in a fast‑paced, dynamic environment.
  • Commitment to ethical and responsible use of AI in HR content practices.

Preferred Qualifications

  • Familiarity with HR processes, terminology, and employee‑facing content.
  • Experience working in a fast‑paced technology environment.
  • Proficiency with Google Workspace or similar productivity tools.
  • Customer‑service mindset with strong stakeholder management and follow‑up skills.

Pursuant to the California Fair Chance Act, Los Angeles County Fair Chance Ordinance for Employers, Los Angeles Fair Chance Initiative for Hiring Ordinance, and San Francisco Fair Chance Ordinance, qualified applicants will be considered for assignment with arrest and conviction records. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness, meet client expectations, standards, and accompanying requirements, and safeguard business operations and company reputation.

Location: United States (Remote)

Role type: Contract 12 Month Position 

Expected hours: 40 per week 

Benefits:

  • Dental insurance
  • Health insurance
  • Health savings account
  • Life insurance
  • Paid time off
  • Retirement plan
  • Vision insurance

Schedule:

  • 8 hour shift
  • Monday to Friday (Extended schedule as needed Saturday-Sunday)

Application Question(s):

  • Do you or will you in the future require any sponsorship to work in the US?

Language:

  • English  (Required)