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Automation Risk Analysis

Will “Microwave Remote Sensing Scientist” be Automated?

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AI Exposure Risk

60%

“Microwave Remote Sensing Scientist” 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%

“Microwave Remote Sensing Scientist” 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

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

  • 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.

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

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

  • 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.

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

  • Compile and format image data to increase its usefulness.

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

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

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

  • Integrate other geospatial data sources into projects.

  • 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.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Train technicians in the use of remote sensing technology.

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

  • Participate in fieldwork.

Technologies & Software

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

Alternative Job Titles