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Automation Risk Analysis

Will “Imagery Analyst” be Automated?

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AI Exposure Risk

62%

“Imagery Analyst” 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%

“Imagery Analyst” 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.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • Interpret aerial or ortho 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles