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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

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

  • Collaborate with hydrogeologists to evaluate groundwater or well circulation.

  • Collect geological data from potential geothermal energy plant sites.

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

  • Participate in the evaluation of possible mining locations.

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

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

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

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

  • Create photographic recordings of information, using equipment.

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

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

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

  • Collect or prepare solid or fluid samples for analysis.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles