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Automation Risk Analysis

Will “Aerotriangulation Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Aerotriangulation Specialist” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Aerotriangulation Specialist” 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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Surveying and Mapping Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform surveying and mapping duties, usually under the direction of an engineer, surveyor, cartographer, or photogrammetrist, to obtain data used for construction, mapmaking, boundary location, mining, or other purposes. May calculate mapmaking information and create maps from source data, such as surveying notes, aerial photography, satellite data, or other maps to show topographical features, political boundaries, and other features. May verify accuracy and completeness of maps.

Avg. Annual Salary $56,890
Avg. Hourly Wage $27.35
Available Jobs (US) 56,720
Job Title & Hierarchy Code (SOC) Surveying and Mapping Technicians #17-3031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Surveying and Mapping Technicians”

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Core Skills & Abilities

  • Trace contours or topographic details to generate maps that denote specific land or property locations or geographic attributes.

  • Conduct surveys to ascertain the locations of natural features and man-made structures on the Earth's surface, underground, and underwater, using electronic distance-measuring equipment, such as GPS, and other surveying instruments.

  • Answer questions and provide information to the public or to staff members regarding assessment maps, surveys, boundaries, easements, property ownership, roads, zoning, or similar matters.

  • Calculate latitudes, longitudes, angles, areas, or other information for mapmaking, using survey field notes or reference tables.

  • Search for section corners, property irons, or survey points.

  • Trim, align, and join prints to form photographic mosaics, maintaining scaled distances between reference points.

  • Collect information needed to carry out new surveys, using source maps, previous survey data, photographs, computer records, or other relevant information.

  • Prepare cost estimates for mapping projects.

  • Adjust and operate surveying instruments such as prisms, theodolites, electronic distance measuring equipment, or electronic data collectors.

  • Complete detailed source and method notes describing the location of routine or complex land parcels.

  • Operate and manage land-information computer systems, performing tasks such as storing data, making inquiries, and producing plots and reports.

  • Determine scales, line sizes, or colors to be used for hard copies of computerized maps, using plotters.

  • Produce or update overlay maps to show information boundaries, water locations, or topographic features on various base maps or at different scales.

  • Design or develop information databases that include geographic or topographic data.

  • Position and hold the vertical rods, or targets, that theodolite operators use for sighting to measure angles, distances, and elevations.

  • Compare survey computations with applicable standards to determine adequacy of data.

  • Analyze aerial photographs to detect and interpret significant military, industrial, resource, or topographical data.

  • Compile information necessary to stake projects for construction, using engineering plans.

  • Set out and recover stakes, marks, or other monumentation.

  • Research and combine existing property information to describe property boundaries in relation to adjacent properties, taking into account parcel splits, combinations, or land boundary adjustments.

  • Prepare topographic or contour maps of land surveyed, including site features and other relevant information, such as charts, drawings, and survey notes.

  • Provide assistance in the development of methods and procedures for conducting field surveys.

  • Monitor mapping work or the updating of maps to ensure accuracy, inclusion of new or changed information, or compliance with rules and regulations.

  • Record survey measurements or descriptive data, using notes, drawings, sketches, or inked tracings.

  • Enter Global Positioning System (GPS) data, legal deeds, field notes, or land survey reports into geographic information system (GIS) workstations so that information can be transformed into graphic land descriptions, such as maps and drawings.

  • Supervise or coordinate activities of workers engaged in surveying, plotting data, drafting maps, or producing blueprints, photostats, or photographs.

  • Identify and compile database information to create requested maps.

  • Check all layers of maps to ensure accuracy, identifying and marking errors and making corrections.

  • Compare topographical features or contour lines with images from aerial photographs, old maps, or other reference materials to verify the accuracy of their identification.

  • Perform calculations to determine earth curvature corrections, atmospheric impacts on measurements, traverse closures or adjustments, azimuths, level runs, or placement of markers.

Technologies & Software

  • ESRI ArcInfo
  • Word processing software
  • Computer aided design and drafting software CADD
  • Hypertext markup language HTML
  • Adobe FreeHand MX
  • Microsoft Visio
  • MicroSurvey Star*Net
  • Bentley GeoPak Bridge
  • Gemini (Google)
  • Trimble Terramodel
  • Microsoft Office software
  • JavaScript
  • Geographic information system GIS software
  • Bentley Systems InRoads Suite
  • Computer aided design CAD software
  • Software libraries
  • Traverse PC
  • Structured query language SQL
  • Autodesk 3d Studio Viz
  • GitHub Copilot
  • Mistral (Mistral AI)
  • Bentley GEOPAK Civil Engineering Suite
  • Autodesk AutoCAD Civil 3D
  • PCI Geomatics software
  • ESRI ArcIMS
  • Coordinate geometry COGO software
  • TRS Software TomCADD
  • Carlson SurvCADD
  • AutoCAD AI
  • Kimi (Moonshot AI)
  • Claude (Anthropic)
  • ESRI Personal Geodatabase
  • Autodesk AI
  • SiteComp Survey
  • Mapping software
  • Microsoft Exchange
  • Trimble TerraSync
  • Trimble Geomatics Office
  • ESRI ArcView
  • MicroSurveyCAD
  • Foresoft CDS Cogo
  • Hexagon Geospatial Imagine Photogrammetry
  • Microsoft SharePoint
  • Carlson Survey
  • ESRI ArcView 3D Analyst
  • Adobe Photoshop
  • MENSI 3Dipsos
  • QuickCogo
  • ESRI ArcSDE
  • 3D Nature LLC World Construction Set
  • Geographic information system GIS systems
  • Desktop digital photogrammetry system DDPS
  • QuarkXPress
  • ESRI ArcGIS Spatial Analyst
  • Adobe Illustrator
  • Microsoft Visual Basic for Applications VBA
  • ESRI Maplex
  • Trimble Digital Fieldbook
  • ESRI ArcGIS ArcPy
  • Grok (xAI)
  • MicroSurvey OfficeSync
  • MicroSurvey FieldGenius
  • Gemini Code Assist
  • Autodesk CAiCE Visual Transportation
  • PCI Geomatics eCognition
  • 3D Nature LLC Visual Nature Studio
  • Muncy Plat Pronto
  • Tripod Data Systems software
  • Datalog with guidance DLWG software
  • Nova (Amazon)
  • ESRI ArcGIS software
  • Microsoft Word
  • Foresoft CDS Model
  • Tripod Data Systems COGO
  • ESRI ArcCatalog
  • ChatGPT (OpenAI)
  • IMAGINE OrthoBASE
  • RockWare ArcMap
  • Microsoft Excel
  • Project management software
  • ESRI ArcGIS (analytical or scientific feature)
  • Autodesk AutoCAD Blue Sky
  • Adobe Acrobat Writer
  • Bentley MicroStation
  • ANSYS AI Simulation
  • Llama (Meta)
  • MapInfo
  • Low-level driver LLD software
  • Microsoft Outlook
  • Digital elevation model DEM software
  • Microsoft Access
  • Leica Geosystems ERDAS IMAGINE
  • Trimble Total Control
  • Triton Elics International Isis
  • Trimble GPS Pathfinder Office
  • Web browser software
  • Email software
  • Autodesk Land Desktop
  • Perplexity AI
  • ESRI ArcEditor
  • CARIS SIPS
  • Geomechanical design analysis GDA software
  • ESRI MapObjects
  • Graphics software
  • Database software
  • Global positioning system GPS software
  • Microsoft Visual Basic
  • Tripod Data Systems Foresight
  • Python
  • Autodesk AutoCAD
  • Microsoft PowerPoint
  • Microsoft Visual Basic Scripting Edition VBScript
  • Qwen (Alibaba)
  • Modeling software
  • CARIS HIPS
  • Hexagon Intergraph
  • Autodesk AutoCAD Map 3D
  • DeepSeek
  • TELEDYNE CARIS
  • Spreadsheet software
  • ESRI ArcToolbox
  • Drafting compasses
  • Electronic distance measuring devices
  • Tribrach level bubble adjusting blocks
  • Total stations
  • Machetes
  • Theodolites
  • Barometers
  • Jackhammers
  • Community base station global positioning systems GPS
  • Magnetic field pipe locators
  • Four wheel drive 4WD vehicles
  • Electronic digital/bar-code leveling systems
  • Digitizers
  • Protractors
  • Multibeam sonar equipment
  • Triangles
  • Mallets
  • Prisms
  • Leveling bubbles
  • Prism poles
  • Measuring chains
  • Geological compasses
  • Drafting kits
  • Side scan sonars
  • Sight targets
  • Levels
  • 3D laser scanning systems
  • Personal computers
  • Real-time kinematics RTK global positioning systems GPS
  • Telescoping pole saws
  • Desktop computers
  • Measuring rods
  • Laser printers
  • Templates
  • Wheeled measuring devices
  • Tellurometers
  • Axes
  • Distance meters
  • Laser distance measuring equipment
  • Robotic survey measuring instruments
  • Plumb bobs
  • Drafting templates
  • Plotters
  • Transit levels
  • Two way radios
  • Engineering scales
  • Optical pendulum levels
  • Programmable calculators
  • Scanners
  • Pre-programmed coordinate geometry COGO calculators
  • Tribrach optical plummet adjusting cylinders
  • Measuring tapes
  • Ground vibration sensing equipment
  • Geodetic leveling rods
  • Hatchets
  • Ranger data collectors
  • Portable hydrographic surveying equipment
  • Tablet computers
  • Notebook computers
  • Digital cameras
  • Laser scanner coordinate capturing equipment
  • Alidades
  • Vertical/target rods
  • Survey instrument control units
  • Automatic optical pendulum leveling systems
  • T-squares
  • Hand levels
  • Global positioning system GPS receivers
  • Metal detectors
  • Electrotapes
  • Chain saws
  • Clinometers
  • Plane tables
  • Fathometer sonar equipment
  • Echosounders
  • Handheld data collectors
  • Pocket personal computers PC
  • Tripods
  • Extensometers

Alternative Job Titles