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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

  • 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.

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

  • Participate in fieldwork.

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

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

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

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

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

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

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

  • Set up or maintain remote sensing data collection systems.

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

  • Integrate other geospatial data sources into projects.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Organize and maintain geospatial data and associated documentation.

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

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

  • Develop new analytical techniques or sensor systems.

Technologies & Software

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

Alternative Job Titles