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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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

  • Prepare cost estimates for mapping projects.

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

  • Identify and compile database information to create requested maps.

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

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

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

Technologies & Software

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

Alternative Job Titles