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Automation Risk Analysis

Will “Signal Intelligence Analyst (SIGINT Analyst)” be Automated?

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AI Exposure Risk

60%

“Signal Intelligence Analyst (SIGINT 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%

“Signal Intelligence Analyst (SIGINT 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

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

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

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

  • 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.

  • Set up or maintain remote sensing data collection systems.

  • Compile and format image data to increase its usefulness.

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

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

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

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

  • Develop new analytical techniques or sensor systems.

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Participate in fieldwork.

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

  • Integrate other geospatial data sources into projects.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

Technologies & Software

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

Alternative Job Titles