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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

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

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

  • 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.

  • Integrate other geospatial data sources into projects.

  • 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.

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

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

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

  • Train technicians in the use of remote sensing technology.

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

  • Compile and format image data to increase its usefulness.

  • Develop new analytical techniques or sensor systems.

  • Set up or maintain remote sensing data collection systems.

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

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

  • Participate in fieldwork.

  • 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.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

Technologies & Software

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

Alternative Job Titles