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Automation Risk Analysis

Will “Geospatial Specialist” be Automated?

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AI Exposure Risk

62%

“Geospatial Specialist” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Geospatial Specialist” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geographic Information Systems Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist scientists or related professionals in building, maintaining, modifying, or using geographic information systems (GIS) databases. May also perform some custom application development or provide user support.

Job Title & Hierarchy Code (SOC) Geographic Information Systems Technologists and Technicians #15-1299.02
ℹ️

Data is based on the reference occupation: “Geographic Information Systems Technologists and Technicians”

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Core Skills & Abilities

  • Interpret aerial or ortho photographs.

  • Apply three-dimensional (3D) or four-dimensional (4D) technologies to geospatial data to allow for new or different analyses or applications.

  • Review existing or incoming data for currency, accuracy, usefulness, quality, or completeness of documentation.

  • Document, design, code, or test Geographic Information Systems (GIS) models, internet mapping solutions, or other applications.

  • Design or prepare graphic representations of Geographic Information Systems (GIS) data, using GIS hardware or software applications.

  • Confer with users to analyze, configure, or troubleshoot applications.

  • Create visual representations of geospatial data, using complex procedures such as analytical modeling, three-dimensional renderings, or plot creation.

  • Select cartographic elements needed for effective presentation of information.

  • Provide technical expertise in Geographic Information Systems (GIS) technology to clients or users.

  • Read current literature, talk with colleagues, continue education, or participate in professional organizations or conferences to keep abreast of developments in Geographic Information Systems (GIS) technology, equipment, or systems.

  • Assist users in formulating Geographic Information Systems (GIS) requirements or understanding the implications of alternatives.

  • Perform geospatial data building, modeling, or analysis, using advanced spatial analysis, data manipulation, or cartography software.

  • Conduct research, data analysis, systems design, or support for software such as Geographic Information Systems (GIS) or Global Positioning Systems (GPS) mapping software.

  • Produce data layers, maps, tables, or reports, using spatial analysis procedures or Geographic Information Systems (GIS) technology, equipment, or systems.

  • Collect, compile, or integrate Geographic Information Systems (GIS) data, such as remote sensing or cartographic data for inclusion in map manuscripts.

  • Prepare training materials for, or make presentations to, Geographic Information Systems (GIS) users.

  • Transfer or rescale information from original photographs onto maps or other photographs.

  • Enter data into Geographic Information Systems (GIS) databases, using techniques such as coordinate geometry, keyboard entry of tabular data, manual digitizing of maps, scanning or automatic conversion to vectors, or conversion of other sources of digital data.

  • Make recommendations regarding upgrades, considering implications of new or revised Geographic Information Systems (GIS) software, equipment, or applications.

  • Meet with clients to discuss topics such as technical specifications, customized solutions, or operational problems.

  • Perform computer programming, data analysis, or software development for Geographic Information Systems (GIS) applications, including the maintenance of existing systems or research and development for future enhancements.

  • Create, analyze, report, convert, or transfer data, using specialized applications program software.

  • Provide technical support to users or clients regarding the maintenance, development, or operation of Geographic Information Systems (GIS) databases, equipment, or applications.

  • Design or coordinate the development of integrated Geographic Information Systems (GIS) spatial or non-spatial databases.

  • Perform integrated or computerized Geographic Information Systems (GIS) analyses to address scientific problems.

  • Recommend procedures, equipment, or software upgrades to increase data accessibility or ease of use.

  • Design, program, or model Geographic Information Systems (GIS) applications or procedures.

  • Develop specialized computer software routines, internet-based Geographic Information Systems (GIS) databases, or business applications to customize geographic information.

  • Maintain or modify existing Geographic Information Systems (GIS) databases.

Technologies & Software

  • Oracle Java
  • Bentley MicroStation
  • Microsoft Word
  • National Land Cover Database NLCD
  • ServiceNow
  • The MathWorks MATLAB
  • Llama (Meta)
  • Trimble Pathfinder Office
  • Geographic information system GIS systems
  • ESRI ArcGIS Geostatistical Analyst
  • React
  • Mistral AI (chat/models)
  • Microsoft Access
  • Microsoft .NET Framework
  • List processing language LISP
  • ESRI ArcGIS ArcPy
  • dBASE
  • Shell script
  • Perl
  • JavaScript Object Notation JSON
  • Web application software
  • Apple iOS
  • ESRI ArcInfo
  • Computer aided design and drafting software CADD
  • Codeium
  • Management information systems MIS
  • State Soil Geographic STATSGO Database
  • Job control language JCL
  • ESRI ArcEditor
  • Microsoft OneNote
  • PHP
  • SAP BusinessObjects Crystal Reports
  • Relational database management system RDMS
  • C
  • Amazon CodeWhisperer
  • UNIX
  • Linux
  • Oracle JavaServer Pages JSP
  • Atlassian JIRA
  • ChatGPT (OpenAI)
  • ESRI ArcGIS software
  • Autodesk Land Desktop
  • Grok (xAI)
  • Microsoft PowerPoint
  • Hypertext markup language HTML
  • Jenkins CI
  • Web browser software
  • Microsoft Dynamics
  • Cursor AI
  • Autodesk AutoCAD
  • ITT Visual Information Solutions ENVI
  • Claude (Anthropic)
  • Adobe Acrobat
  • Adobe Illustrator
  • PostgreSQL
  • Kimi (Moonshot AI)
  • Teradata Database
  • Google Angular
  • Autodesk Topobase
  • Devin (Cognition AI)
  • SAP software
  • ESRI ArcGIS Spatial Analyst
  • Python
  • Sun Microsystems Java
  • v0 by Vercel
  • Relational database management software
  • Geographic information system GIS software
  • Adobe After Effects
  • Qwen (Alibaba)
  • GitHub Copilot
  • Node.js
  • Leica Geosystems ERDAS IMAGINE
  • Microsoft SharePoint Server
  • Landmark Graphics GeoGraphix
  • RESTful API
  • Oracle PL/SQL
  • Google Workspace software
  • Tabnine
  • C#
  • Ext JS
  • Software libraries
  • Microsoft Azure software
  • Cascading style sheets CSS
  • ESRI ArcIMS
  • Microsoft ASP.NET
  • ESRI ArcSDE
  • CDA International Manifold System
  • Adobe Creative Cloud software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Hydrological modeling software
  • Coordinate geometry COGO software
  • TypeScript
  • Operating system software
  • Nova (Amazon)
  • Adobe ActionScript
  • Git
  • Soil Survey Geographic SSURGO
  • Adobe Dreamweaver
  • Microsoft Azure DevOps Services
  • Transact-SQL
  • Microsoft Visio
  • Microsoft Excel
  • Structured query language SQL
  • ArcGIS Web AppBuilder
  • IBM WebSphere
  • Bootstrap
  • Gemini (Google)
  • Microsoft SharePoint
  • Adobe Photoshop
  • Kubernetes
  • Agronomic modeling software
  • Microsoft Visual Basic
  • JavaScript
  • Go
  • Drupal
  • Microsoft Visual Basic for Applications VBA
  • Global positioning system GPS software
  • jQuery
  • Enterprise application integration EAI software
  • GitHub
  • Amazon Web Services AWS software
  • Microsoft SQL Server
  • Bolt.new
  • Unified modeling language UML
  • Tableau
  • LAMP Stack
  • Gemini Code Assist
  • QGIS
  • Autodesk MapGuide
  • Google Earth Pro
  • Software development tools
  • ESRI ArcGIS Survey 123
  • DeepSeek
  • Docker
  • Google Antigravity
  • C++
  • Microsoft Outlook
  • RockWare ArcMap
  • Perplexity AI
  • Email software
  • ADO.NET
  • Mistral (Mistral AI)
  • R
  • SAS
  • Microsoft Visual Studio
  • Lovable.dev
  • ESRI ArcView
  • Microsoft Office software
  • Formula translation/translator FORTRAN
  • Extensible markup language XML
  • ESRI ArcPad
  • Photocopying equipment
  • Synthetic aperture radar SAR
  • Large-format plotters
  • Desktop computers
  • Global positioning system GPS receivers
  • Laser facsimile machines
  • Computer laser printers
  • Personal computers
  • Laptop computers
  • Digitizers
  • Plotters
  • Multi-line telephone systems
  • Portable data collectors
  • Computer data input scanners
  • Light detection and ranging LIDAR systems
  • Computer servers
  • Digital cameras
  • Mainframe computers

Alternative Job Titles