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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).

  • 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.

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

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

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

  • Integrate other geospatial data sources into projects.

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

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

  • Train technicians in the use of remote sensing technology.

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

  • Organize and maintain geospatial data and associated documentation.

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

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

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

  • Participate in fieldwork.

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

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

  • Compile and format image data to increase its usefulness.

  • Set up or maintain remote sensing data collection systems.

  • Develop new analytical techniques or sensor systems.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

Technologies & Software

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

Alternative Job Titles