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Automation Risk Analysis

Will “Conversion Specialist” be Automated?

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AI Exposure Risk

62%

“Conversion 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%

“Conversion 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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Interpret aerial or ortho photographs.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles