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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

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

  • 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.

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

  • Identify and compile database information to create requested maps.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare cost estimates for mapping projects.

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles