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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Select cartographic elements needed for effective presentation of information.

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

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

  • 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.

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

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

  • Interpret aerial or ortho photographs.

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles