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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

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

  • Set up or maintain remote sensing data collection systems.

  • 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.

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

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

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

  • Develop new analytical techniques or sensor systems.

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

  • Integrate other geospatial data sources into projects.

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

  • 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.

  • Organize and maintain geospatial data and associated documentation.

  • Compile and format image data to increase its usefulness.

  • Participate in fieldwork.

  • 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.

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

Technologies & Software

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

Alternative Job Titles