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Automation Risk Analysis

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

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AI Exposure Risk

60%

“Small Unmanned Aircraft Systems Pilot (sUAS 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%

“Small Unmanned Aircraft Systems Pilot (sUAS 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

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

  • 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.

  • Set up or maintain remote sensing data collection systems.

  • Organize and maintain geospatial data and associated documentation.

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

  • Participate in fieldwork.

  • 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.

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

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

  • Train technicians in the use of remote sensing technology.

  • Compile and format image data to increase its usefulness.

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

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

  • 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.

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

  • 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).

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

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

  • Develop new analytical techniques or sensor systems.

Technologies & Software

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

Alternative Job Titles