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Automation Risk Analysis

Will “Mosaicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #635 of 702. Estimated risk: 96.0%

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AI Exposure Risk

54%

“Mosaicist” 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%

“Mosaicist” 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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Identify and compile database information to create requested maps.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Prepare cost estimates for mapping projects.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles