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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Remotely Piloted Aircraft Systems Pilot (RPAS Pilot)” 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 Pilot (RPAS Pilot)” 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

  • 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.

  • 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.

  • Integrate other geospatial data sources into projects.

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

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

  • 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.

  • Compile and format image data to increase its usefulness.

  • 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.

  • Set up or maintain remote sensing data collection systems.

  • Organize and maintain geospatial data and associated documentation.

  • Recommend new remote sensing hardware or software acquisitions.

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

  • Participate in fieldwork.

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

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

  • Train technicians in the use of remote sensing technology.

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

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

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

  • Develop new analytical techniques or sensor systems.

Technologies & Software

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

Alternative Job Titles