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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

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

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

  • 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.

  • 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.

  • 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.

  • Develop new analytical techniques or sensor systems.

  • Participate in fieldwork.

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

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

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

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

  • Integrate other geospatial data sources into projects.

  • Set up or maintain remote sensing data collection systems.

  • Compile and format image data to increase its usefulness.

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

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

  • 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.

  • Organize and maintain geospatial data and associated documentation.

Technologies & Software

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

Alternative Job Titles