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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

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

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

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

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

  • 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.

  • 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.

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

  • Identify and compile database information to create requested maps.

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

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

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

  • 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.

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

  • 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.

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

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

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

  • Prepare cost estimates for mapping projects.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles