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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Unmanned Aircraft 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 Aircraft 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

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

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

  • Develop new analytical techniques or sensor systems.

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

  • 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).

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

  • Compile and format image data to increase its usefulness.

  • 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.

  • 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.

  • Integrate other geospatial data sources into projects.

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

  • 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.

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

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Train technicians in the use of remote sensing technology.

  • Organize and maintain geospatial data and associated documentation.

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

  • Set up or maintain remote sensing data collection systems.

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

Technologies & Software

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

Alternative Job Titles