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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

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

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

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

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

  • Participate in fieldwork.

  • 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.

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

  • Train technicians in the use of remote sensing technology.

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

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

  • Integrate other geospatial data sources into projects.

  • Recommend new remote sensing hardware or software acquisitions.

  • Set up or maintain remote sensing data collection systems.

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

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

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

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

  • Organize and maintain geospatial data and associated documentation.

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

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

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

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

Technologies & Software

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

Alternative Job Titles