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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

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

  • Prepare cost estimates for mapping projects.

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Identify and compile database information to create requested maps.

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

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

Technologies & Software

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

Alternative Job Titles