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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

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

  • Train technicians in the use of remote sensing technology.

  • Participate in fieldwork.

  • Set up or maintain remote sensing data collection systems.

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

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

  • Compile and format image data to increase its usefulness.

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

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

  • 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.

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

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

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

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

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Develop new analytical techniques or sensor systems.

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

  • Organize and maintain geospatial data and associated documentation.

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

  • Integrate other geospatial data sources into projects.

Technologies & Software

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

Alternative Job Titles