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Automation Risk Analysis

Will “Geospatial Engineer” be Automated?

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AI Exposure Risk

62%

“Geospatial Engineer” 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 Engineer” 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

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

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

  • Interpret aerial or ortho photographs.

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Select cartographic elements needed for effective presentation of information.

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

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

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

Technologies & Software

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

Alternative Job Titles