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Automation Risk Analysis

Will “Remotely Piloted Aircraft Systems Pilot (RPAS Pilot)” be Automated?

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AI Exposure Risk

60%

“Remotely Piloted Aircraft Systems Pilot (RPAS 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%

“Remotely Piloted Aircraft Systems Pilot (RPAS 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

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

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

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

  • Train technicians in the use of remote sensing technology.

  • Develop new analytical techniques or sensor systems.

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

  • Recommend new remote sensing hardware or software acquisitions.

  • Set up or maintain remote sensing data collection systems.

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

  • Organize and maintain geospatial data and associated documentation.

  • Participate in fieldwork.

  • 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.

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

  • 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.

  • 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.

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

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

  • Integrate other geospatial data sources into projects.

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

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

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

Technologies & Software

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

Alternative Job Titles