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Automation Risk Analysis

Will “Remote Sensing Technologist” be Automated?

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AI Exposure Risk

60%

“Remote Sensing Technologist” 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%

“Remote Sensing Technologist” 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.

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

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

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

  • 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.

  • Organize and maintain geospatial data and associated documentation.

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

  • Integrate other geospatial data sources into projects.

  • Compile and format image data to increase its usefulness.

  • Train technicians in the use of remote sensing technology.

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

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

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

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

  • Participate in fieldwork.

  • Set up or maintain remote sensing data collection systems.

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

  • Develop new analytical techniques or sensor systems.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

Technologies & Software

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

Alternative Job Titles