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 .

GIS Analyst I

Civilgrid · Kansas City

Company Overview

CivilGrid is a venture-backed SaaS construction tech company building the "Google Maps for the Underground." Come help us disrupt a $4.7T US industry segment that desperately needs innovation. This opportunity has tremendous upside as it scales.

CivilGrid aggregates public and proprietary utility, geotechnical, environmental, and jurisdictional data. The consolidated information is sold via our collaborative SaaS mapping platform to engineers and developers who need it to make early-stage decisions on real estate and infrastructure projects.

Real time data access reduces labor and project delays, accelerates decision making and reduces project risk. Collaborative features ensure faster information flow and decisioning inside and outside the organization and better project insight retention over time.

This position is hybrid in the Greater Kansas City area with occasional travel for team-offsites.

Position Description

We are seeking a full-time entry-level GIS Analyst I to join our collaborative data team in support of our utility database footprint expansion. Responsibilities include maintaining and updating geodatabases, spatial utility data research, and the execution of automated ETL workflows.

Primary Functions:

  • Daily utilization of GIS products and spatial databases: ArcGIS Pro, QGIS, SQL

  • Interpret maps and drawings to key internal and external stakeholders

  • Research spatial and non-spatial datasets

  • Digitization of non-spatial datasets

  • Process data using ETL workflows/scripts

  • QA/QC of converted GIS data

Required Qualifications:

  • Bachelor’s Degree in GIS adjacent field (GIS, Geography, Environmental Science, Computer Science, etc.)

  • Proficiency in GIS software (ESRI or QGIS)

  • Knowledge of geospatial data formats (Geodatabase, Shapefile, GeoJSON, KML, CSV, REST Service, etc.)

  • Basic SQL skills

  • Experience with project management

  • Excellent written and verbal communication skills

  • Detail-oriented and self-motivated, ability to operate independently working remotely

  • Eagerness to learn

  • Willing to work in Downtown KC 1-2 days per week

Desired Qualifications:

  • Experience working with utilities and/or government agencies

  • Experience with Python (ArcPy, Geopandas, Pandas)

  • Experience with ArcGIS Server