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Automation Risk Analysis

Will “Transit 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%

“Transit 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%

“Transit 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

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

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

  • 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.

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

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

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

  • Prepare cost estimates for mapping projects.

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles