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Automation Risk Analysis

Will “Levelman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Levelman” 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%

“Levelman” 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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Prepare cost estimates for mapping projects.

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

  • 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.

  • 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.

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

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

  • Identify and compile database information to create requested maps.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles