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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

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

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

  • Participate in fieldwork.

  • Train technicians in the use of remote sensing technology.

  • 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 new analytical techniques or sensor systems.

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

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

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

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

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

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

  • Integrate other geospatial data sources into projects.

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

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

  • 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.

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

  • Set up or maintain remote sensing data collection systems.

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

  • Organize and maintain geospatial data and associated documentation.

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

Technologies & Software

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

Alternative Job Titles