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Automation Risk Analysis

Will “Stake Driver” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Stake Driver” 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%

“Stake Driver” 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

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Prepare cost estimates for mapping projects.

  • 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.

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

Technologies & Software

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

Alternative Job Titles