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Automation Risk Analysis

Will “Test Engine Evaluator” be Automated?

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AI Exposure Risk

53%

“Test Engine Evaluator” 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%

“Test Engine Evaluator” 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

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

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

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

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

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

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

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

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

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

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

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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

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

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

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

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

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

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

  • Participate in the evaluation of possible mining locations.

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

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

  • Collect geological data from potential geothermal energy plant sites.

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

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

  • Create photographic recordings of information, using equipment.

Technologies & Software

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

Alternative Job Titles