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Automation Risk Analysis

Will “Environmental Engineer” be Automated?

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AI Exposure Risk

53%

“Environmental Engineer” 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 Engineer” 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

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

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

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

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

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

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

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • Participate in the evaluation of possible mining locations.

  • Create photographic recordings of information, using equipment.

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

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

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

Technologies & Software

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

Alternative Job Titles