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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

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

  • Integrate other geospatial data sources into projects.

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

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

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

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

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

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Participate in fieldwork.

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

  • Set up or maintain remote sensing data collection systems.

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

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

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

  • 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.

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

  • Compile and format image data to increase its usefulness.

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

Technologies & Software

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

Alternative Job Titles