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Automation Risk Analysis

Will “Geospatial Intelligence Analyst” be Automated?

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AI Exposure Risk

60%

“Geospatial Intelligence 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 Intelligence 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

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

  • Integrate other geospatial data sources into projects.

  • Participate in fieldwork.

  • Develop new analytical techniques or sensor systems.

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

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

  • Organize and maintain geospatial data and associated documentation.

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

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

  • Compile and format image data to increase its usefulness.

  • Train technicians in the use of remote sensing technology.

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

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

Technologies & Software

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

Alternative Job Titles