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Automation Risk Analysis

Will “Transit Man” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Transit Man” 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 Man” 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

  • 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.

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

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

  • 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.

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

  • 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.

  • Prepare cost estimates for mapping projects.

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

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

  • 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.

  • Identify and compile database information to create requested maps.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles