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Automation Risk Analysis

Will “Unmanned Aerial Systems Pilot (UAS Pilot)” be Automated?

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AI Exposure Risk

60%

“Unmanned Aerial Systems Pilot (UAS 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 Aerial Systems Pilot (UAS 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

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

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

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

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

  • Compile and format image data to increase its usefulness.

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

  • Participate in fieldwork.

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

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

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

  • Set up or maintain remote sensing data collection systems.

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

  • Recommend new remote sensing hardware or software acquisitions.

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

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

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

  • Integrate other geospatial data sources into projects.

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

  • Develop new analytical techniques or sensor systems.

  • Organize and maintain geospatial data and associated documentation.

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

  • 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.

  • Train technicians in the use of remote sensing technology.

Technologies & Software

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

Alternative Job Titles