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 .

People Operations Manager

Civis Analytics · Chicago, IL

Please note that candidates must currently live in the following states: DC, Florida, Illinois, Maryland, Michigan, North Carolina, New York, Pennsylvania, Texas, Virginia

Civis Analytics is hiring a People Operations Manager to own the full people function for a lean, mission-driven analytics company.  We serve non-profits like Doctors Without Borders, Sierra Club, and Human Rights Campaign, as well as government agencies and Fortune 500 companies.

This is a department-of-one role reporting to the CFO.  You'll have high autonomy to build and maintain the systems that keep our people operations running well — from compliance to recruiting to payroll & benefits.

Salary: $96,000 annually

What You'll Do

  • Manage day-to-day HR operations including employee relations, onboarding, offboarding, and policy administration
  • Own compliance across all employee states, keeping the company current on multi-state employment law requirements
  • Administer payroll with accuracy and timeliness
  • Manage benefits programs, including open enrollment, vendor relationships, and employee support
  • Lead recruiting across functions, from job posting through offer — partnering closely with hiring managers
  • Serve as the primary point of contact for employee questions on HR, benefits, and payroll
  • Identify gaps in people operations systems or processes and build practical solutions

What We're Looking For (Minimum Qualifications)

  • 4+ years of HR experience with demonstrated strength in HR operations and multi-state compliance
  • Strong second competency in either recruiting OR payroll and benefits administration
  • Comfort operating independently with minimal oversight — this role owns its domain
  • Working knowledge of multi-state employment law (we operate in 12+ states)
  • Experience with HRIS, payroll, and ATS platforms
  • Strong judgment, discretion, and communication skills
  • US work authorization required

Bonus Points (Preferred Qualifications)

  • Experience in both recruiting and payroll/benefits (not just one)
  • Prior experience as a solo HR practitioner or in a small team environment
  • Experience supporting a tech, analytics, or data-driven company
  • Hands-on experience with Paycom
  • Experience applying AI tools or automation to HR workflows
  • PHR, SHRM-CP, or equivalent certification

You Should Apply If:

  • You're energized by owning a function end-to-end, not just executing tasks
  • You're comfortable building processes from scratch and figuring things out
  • You can hold strategic HR thinking alongside day-to-day execution

You Should Not Apply If:

  • You need a specialized team around you to get work done
  • You prefer to focus on one HR discipline rather than span across several
  • Multi-state compliance feels like a stretch rather than a strength

Civis embraces the individuality of our employees and we celebrate each other's differences. Our products, services, and culture benefit from and thrive on the unique perspectives brought by each person in our Civis community. We're proud to be an equal opportunity workplace, and we are committed to equal employment opportunity regardless of race, age, sex, color, ancestry, religion, national origin, sexual orientation, gender identity, citizenship, marital status, disability, or Veteran status. If you have a disability or special need that requires accommodation, please contact [email protected]

In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States.

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