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Automation Risk Analysis

Will “Remotely Piloted Aircraft Systems Controller (RPAS Controller)” be Automated?

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AI Exposure Risk

60%

“Remotely Piloted Aircraft Systems Controller (RPAS Controller)” 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%

“Remotely Piloted Aircraft Systems Controller (RPAS Controller)” 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

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

  • Compile and format image data to increase its usefulness.

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

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

  • Organize and maintain geospatial data and associated documentation.

  • Recommend new remote sensing hardware or software acquisitions.

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

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

  • 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).

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

  • Train technicians in the use of remote sensing technology.

  • Develop new analytical techniques or sensor systems.

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

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

  • Set up or maintain remote sensing data collection systems.

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

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

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

  • Participate in fieldwork.

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

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

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

  • Integrate other geospatial data sources into projects.

Technologies & Software

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

Alternative Job Titles