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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

  • 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 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Interpret aerial or ortho photographs.

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

  • 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.

Technologies & Software

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

Alternative Job Titles