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Automation Risk Analysis

Will “Unmanned Aircraft Pilot (UA Pilot)” be Automated?

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AI Exposure Risk

60%

“Unmanned Aircraft Pilot (UA 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%

“Unmanned Aircraft Pilot (UA 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.

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

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • 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).

  • Integrate other geospatial data sources into projects.

  • Set up or maintain remote sensing data collection systems.

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

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

  • Participate in fieldwork.

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

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

  • Train technicians in the use of remote sensing technology.

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

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

  • Compile and format image data to increase its usefulness.

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

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

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

Technologies & Software

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

Alternative Job Titles