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Automation Risk Analysis

Will “Environmental Sampling Technician” be Automated?

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AI Exposure Risk

53%

“Environmental Sampling Technician” 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Environmental Sampling Technician” 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 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Geological Technicians, Except Hydrologic Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist scientists or engineers in the use of electronic, sonic, or nuclear measuring instruments in laboratory, exploration, and production activities to obtain data indicating resources such as metallic ore, minerals, gas, coal, or petroleum. Analyze mud and drill cuttings. Chart pressure, temperature, and other characteristics of wells or bore holes.

Avg. Annual Salary $58,220
Avg. Hourly Wage $27.99
Available Jobs (US) 9,710
Job Title & Hierarchy Code (SOC) Geological Technicians, Except Hydrologic Technicians #19-4043
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Geological Technicians, Except Hydrologic Technicians”

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Core Skills & Abilities

  • Plan and direct activities of workers who operate equipment to collect data.

  • Interview individuals, and research public databases in order to obtain information.

  • Assemble, maintain, or distribute information for library or record systems.

  • Record readings in order to compile data used in prospecting for oil or gas.

  • Evaluate and interpret core samples and cuttings, and other geological data used in prospecting for oil or gas.

  • Create photographic recordings of information, using equipment.

  • Assess the environmental impacts of development projects on subsurface materials.

  • Collect data on underground areas, such as reservoirs, that could be used in carbon sequestration operations.

  • Apply new technologies, such as improved seismic imaging techniques, to locate untapped oil or natural gas deposits.

  • Collect or prepare solid or fluid samples for analysis.

  • Participate in geological, geophysical, geochemical, hydrographic, or oceanographic surveys, prospecting field trips, exploratory drilling, well logging, or underground mine survey programs.

  • Set up or direct set-up of instruments used to collect geological data.

  • Collect geological data from potential geothermal energy plant sites.

  • Measure geological characteristics used in prospecting for oil or gas, using measuring instruments.

  • Plot information from aerial photographs, well logs, section descriptions, or other databases.

  • Inspect engines for wear or defective parts, using equipment or measuring devices.

  • Operate or adjust equipment or apparatus used to obtain geological data.

  • Prepare or review professional, technical, or other reports regarding sampling, testing, or recommendations of data analysis.

  • Test and analyze samples to determine their content and characteristics, using laboratory apparatus or testing equipment.

  • Prepare notes, sketches, geological maps, or cross-sections.

  • Read and study reports in order to compile information and data for geological and geophysical prospecting.

  • Supervise well exploration, drilling activities, or well completions.

  • Conduct geophysical surveys of potential sites for wind farms or solar installations to determine their suitability.

  • Compile data used to address environmental issues, such as the suitability of potential landfill sites.

  • Compile, log, or record testing or operational data for review and further analysis.

  • Evaluate and interpret seismic data with the aid of computers.

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Participate in the evaluation of possible mining locations.

  • Adjust or repair testing, electrical, or mechanical equipment or devices.

Technologies & Software

  • Consensus
  • Scite AI
  • Petroleum Software Technologies
  • Microsoft Word
  • Geographic information system GIS software
  • Llama (Meta)
  • NotebookLM (Google)
  • Techsia Techlog
  • Surface III
  • Schlumberger GeoFrame
  • Halliburton ProMAX
  • Microsoft PowerPoint
  • Seismic Micro-Technology KINGDOM
  • Geographic resources analysis support system GRASS
  • SAP software
  • Corel CorelDraw Graphics Suite
  • Mistral AI (chat/models)
  • Parallel Geoscience SPW
  • DeepSeek
  • Landmark Graphics GeoGraphix
  • Juniper Systems LandMark Mobile
  • Adobe Illustrator
  • Gemini (Google)
  • SAP BusinessObjects Crystal Reports
  • Elicit
  • Midland Valley 2DMove
  • Semantic Scholar AI
  • Microsoft Outlook
  • Claude (Anthropic)
  • Microsoft Excel
  • Perplexity AI
  • Golden Software Surfer
  • Microsoft Office software
  • Inventory management systems
  • Landmark SeisWorks
  • Kimi (Moonshot AI)
  • ESRI ArcGIS software
  • Clark Labs IDRISI Andes
  • Nova (Amazon)
  • Mistral (Mistral AI)
  • Database software
  • Microsoft Access
  • IHS Petra
  • ChatGPT (OpenAI)
  • Geographic information system GIS systems
  • Grok (xAI)
  • Gemini for Workspace
  • Global positioning system GPS software
  • Leica Geosystems ERDAS IMAGINE
  • Martin D Adamiker's TruFlite
  • Qwen (Alibaba)
  • Dynamic Graphics EarthVision
  • petroWEB Global Seismic Library
  • Autodesk AutoCAD
  • Binocular polarizing microscopes
  • Laboratory drying ovens
  • X ray fluorescence XRF spectrometers
  • Digital chlorine testers
  • Dissolved salt meters
  • Soil augers
  • Power rock coring drills
  • Single crystal x ray diffractometers
  • Rock picks
  • Groundwater sampling peristaltic pumps
  • Earth drills
  • Volumetric flasks
  • Hydraulic vibracorers
  • Gas chromatography equipment
  • Glass laboratory crucibles
  • Terrain conductivity meters
  • Carbon hydrogen nitrogen CHN analyzers
  • Pocket transits
  • Digital micropipettes
  • Sieve shakers
  • Glass dropping pipettes
  • Spinner magnetometers
  • High pressure liquid chromatograph HPLC equipment
  • Ground penetrating radar GPR systems
  • Personal computers
  • Glass graduated cylinders
  • Digital pH meters
  • Hand levels
  • Rotary pulverizers
  • Inductively coupled plasma ICP optical emission spectrometers
  • Water distillation units
  • Fourier transfer infrared FTIR spectrometers
  • Laboratory sieves
  • Dissolved organic carbon analyzers
  • Directional compasses
  • Digital hydrometers
  • Chipmunk crushers
  • Top-loading electronic balances
  • Electronic digital levels
  • Microwave digestion systems
  • Digital seismographs
  • Scientific calculators
  • Optical particle detectors
  • Shatterboxes
  • Fluorescence spectrophotometers
  • Magnetometers
  • Electronic distance meters
  • Glass funnels
  • Electronic digital theodolites
  • Dissolved oxygen meters
  • Soil core samplers
  • Electronic laboratory balances
  • Fluorescence microscopes
  • Calorimeters
  • Stadia rods
  • Laboratory vacuum pumps
  • Rock saws
  • Sample microsplitters
  • Heated magnetic stirrers
  • Spectrophotometers
  • Water sampling bailers
  • Desktop computers
  • Conductivity indicators
  • Ultraviolet-Visible UV/VIS spectrophotometers
  • Phase contrast microscopes
  • Cryogenic magnetometers
  • Geological hammers
  • Portable dataloggers
  • Gravitational field indicators
  • Total stations
  • Clinometers
  • Jaw crushers
  • Abney levels
  • Survey altimeters
  • Laptop computers
  • Global positioning system GPS receivers
  • Total sulfur analyzers
  • Laser rangefinders
  • Glass beakers
  • Surveillance binoculars
  • General purpose burets
  • Hand augers
  • 35 millimeter cameras
  • Erlenmeyer flasks
  • Scanning electron microscopes SEM
  • Laboratory pulverizers
  • Turbidimeters
  • Digital cameras
  • Proton magnetometers
  • Automatic burets
  • Piezometers
  • Planimeters
  • Hand lenses
  • Mass spectrometers

Alternative Job Titles