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Automation Risk Analysis

Will “Transit 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 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 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

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

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Prepare cost estimates for mapping projects.

  • Identify and compile database information to create requested maps.

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles