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Automation Risk Analysis

Will “Ax Survey Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Ax Survey Worker” 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%

“Ax Survey Worker” 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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • Identify and compile database information to create requested maps.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles