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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

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

  • 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.

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

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

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

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

  • Identify and compile database information to create requested maps.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles