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 .

Public Policy Manager

Mackin Talent · United States

This is a remote position.

Our client is looking fora Public Policy Managerto join their team.
Duration - End December 2026
Location - UK Remote

Responsibilities :

  • Track and assess policy issues in the MENA region related to risks of on-platform harm across all Meta Family of Apps (FoAs).
  • Flag emerging risks and trends to the Public Policy team for proactive intervention.
  • Triage inbound content related requests from external partners across the region.
  • Coordinate with relevant internal teams to follow up and resolve cases.
  • Escalate any blockages or unresolved issues to sub-regional heads or designated country Points of Contact (PoCs).
  • Ensure proper documentation, closure and external response for each case.
  • Support MENA Policy Stakeholders in resolving access issues to FoAs.
  • Manage account escalations from external partners such as verification and account ownership, including triaging, follow-up, and case closure.
  • Escalate persistent issues to sub-regional heads or country PoCs (Please specify: "which entails xxx and xxx"—add details about specific account support tasks, e.g., verifying account ownership, facilitating access restoration, etc.)
  • Maintain the team calendar, including offsite dates, leave schedules, and key regional events.
  • Liaise with the Strategy & Operations team on all budgetary matters to ensure compliance and efficiency.
  • Manage contracts, invoicing, and budgetary quarterly reporting for the team.

Requirements

  • Degree in public policy, law, politics, international relations, economics, or a related field.
  • 1-2 years of professional experience in policy, tech, or a similar field.
  • Knowledge of tech policy issues like AI, privacy, and online safety.
  • Understanding of social, cultural and political systems and policy institutions in MENA.
  • Excellent communication and persuasive skills in English and Arabic.
  • Ability to work collaboratively in a matrix environment.
  • Strong organizational and project management skills.
  • Experience in policy, operations, or content moderation within tech or social media platforms.
  • Excellent communication and stakeholder management abilities.
  • Ability to work independently and handle sensitive issues with discretion.
  • Familiarity with the MENA region and its policy landscape is a plus.

Benefits

  • Competitive salary
  • Healthcare contribution and inclusion in company pension scheme
  • Work laptop and phone
  • 25 days annual leave (pro-rata) plus paid bank holidays
  • Expanding workforce with potential for career progression for top performers.

Originally posted on Himalayas