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Automation Risk Analysis

Will “Geospatial Image Analyst” be Automated?

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AI Exposure Risk

60%

“Geospatial Image 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Geospatial Image 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 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Remote Sensing Scientists and Technologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply remote sensing principles and methods to analyze data and solve problems in areas such as natural resource management, urban planning, or homeland security. May develop new sensor systems, analytical techniques, or new applications for existing systems.

Job Title & Hierarchy Code (SOC) Remote Sensing Scientists and Technologists #19-2099.01
ℹ️

Data is based on the reference occupation: “Remote Sensing Scientists and Technologists”

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Core Skills & Abilities

  • Integrate other geospatial data sources into projects.

  • Prepare or deliver reports or presentations of geospatial project information.

  • Conduct research into the application or enhancement of remote sensing technology.

  • Manage or analyze data obtained from remote sensing systems to obtain meaningful results.

  • Set up or maintain remote sensing data collection systems.

  • Process aerial or satellite imagery to create products such as land cover maps.

  • Apply remote sensing data or techniques, such as surface water modeling or dust cloud detection, to address environmental issues.

  • Analyze data acquired from aircraft, satellites, or ground-based platforms, using statistical analysis software, image analysis software, or Geographic Information Systems (GIS).

  • Design or implement strategies for collection, analysis, or display of geographic data.

  • Recommend new remote sensing hardware or software acquisitions.

  • Direct all activity associated with implementation, operation, or enhancement of remote sensing hardware or software.

  • Train technicians in the use of remote sensing technology.

  • Develop automated routines to correct for the presence of image distorting artifacts, such as ground vegetation.

  • Develop new analytical techniques or sensor systems.

  • Compile and format image data to increase its usefulness.

  • Use remote sensing data for forest or carbon tracking activities to assess the impact of environmental change.

  • Discuss project goals, equipment requirements, or methodologies with colleagues or team members.

  • Participate in fieldwork.

  • Collect supporting data, such as climatic or field survey data, to corroborate remote sensing data analyses.

  • Direct installation or testing of new remote sensing hardware or software.

  • Attend meetings or seminars or read current literature to maintain knowledge of developments in the field of remote sensing.

  • Develop or build databases for remote sensing or related geospatial project information.

  • Organize and maintain geospatial data and associated documentation.

  • Monitor quality of remote sensing data collection operations to determine if procedural or equipment changes are necessary.

Technologies & Software

  • ChatGPT (OpenAI)
  • Kimi (Moonshot AI)
  • Perplexity AI
  • Qwen (Alibaba)
  • Kitty Hawk
  • Objective C
  • Selenium
  • R
  • BAE Systems SOCET GXP
  • Epic Systems
  • Perl
  • Customer relationship management CRM software
  • Gemini (Google)
  • Structured query language SQL
  • Interface definition language IDL
  • Apache Hive
  • Python
  • Amazon Elastic Compute Cloud EC2
  • Calibration software
  • OpenDroneMap
  • ESRI ArcGIS software
  • Aeronautical charts
  • JavaScript Object Notation JSON
  • Ruby on Rails
  • MySQL
  • Go
  • CloudCompare
  • Oracle Database
  • Hypertext preprocessor PHP
  • Nova (Amazon)
  • The MathWorks MATLAB
  • Microsoft Azure software
  • Microsoft Windows
  • Linux
  • ArduPilot Mission Planner
  • JavaScript
  • Ruby
  • Microsoft Word
  • Pix4D Pix4Dmapper
  • NoSQL
  • Geographic information system GIS systems
  • Salesforce software
  • Airdata
  • YouTube
  • Microsoft Excel
  • Node.js
  • Semantic Scholar AI
  • Apache Hadoop
  • Apache HTTP Server
  • Tableau
  • Atlassian JIRA
  • Scala
  • RSI ENVI
  • Image processing software
  • Elasticsearch
  • Puppet
  • NotebookLM (Google)
  • DeepSeek
  • C++
  • PCI Geomatics Geomatica
  • Agisoft Metashape
  • Scite AI
  • UNIX
  • C
  • ESRI Site Scan for ArcGIS
  • LP360
  • PostgreSQL
  • Docker
  • Apache Kafka
  • Microsoft SQL Server
  • Microsoft Visual Studio
  • Web browser software
  • Microsoft Project
  • UgCS
  • Amazon Web Services AWS CloudFormation
  • Microsoft Outlook
  • Grok (xAI)
  • Amazon Redshift
  • Elicit
  • Amazon Web Services AWS software
  • Claude (Anthropic)
  • Learning management system LMS
  • Mistral (Mistral AI)
  • C#
  • Oracle Java
  • Litchi
  • Ansible software
  • Gemini for Workspace
  • Microsoft PowerPoint
  • Swift
  • Leica Geosystems ERDAS IMAGINE
  • Microsoft Image Composite Editor
  • Global positioning system GPS software
  • Git
  • GitHub
  • FLIR Thermal Studio Suite
  • Consensus
  • Gamma remote sensing software
  • Mistral AI (chat/models)
  • Amazon Simple Storage Service S3
  • Amazon DynamoDB
  • Healthcare common procedure coding system HCPCS
  • Extensible markup language XML
  • Llama (Meta)
  • Bash
  • Microsoft Office software
  • Microsoft Visio
  • Adobe Creative Cloud software
  • Two way radios
  • Multispectral imaging equipment
  • Spaceborne imaging systems
  • Mainframe computers
  • Tablet computers
  • Airfield lighting equipment
  • Multimeters
  • Airborne imaging systems
  • Thermal imaging systems
  • Doppler Rayleigh laser imaging ranging and detecting LIDAR systems
  • DJI GS Pro
  • Power generators
  • Fixed wing unmanned aerial vehicles UAV
  • Desktop computers
  • Spectral imaging systems
  • Global positioning system GPS devices
  • Landing pad
  • Hyperspectral imaging equipment
  • DroneLogbook
  • Anemometers
  • Spectrum analyzers
  • Synthetic aperture radar SAR
  • DroneDeploy
  • Multi-rotor unmanned aerial vehicles UAV
  • Personal computers
  • Ground control targets

Alternative Job Titles