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Automation Risk Analysis

Will “Soil Sampler” be Automated?

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AI Exposure Risk

43%

“Soil Sampler” will probably not 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

62%

“Soil Sampler” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 62% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Earth Drillers, Except Oil and Gas, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate a variety of drills such as rotary, churn, and pneumatic to tap subsurface water and salt deposits, to remove core samples during mineral exploration or soil testing, and to facilitate the use of explosives in mining or construction. Includes horizontal and earth boring machine operators.

Avg. Annual Salary $63,260
Avg. Hourly Wage $30.41
Available Jobs (US) 17,410
Job Title & Hierarchy Code (SOC) Earth Drillers, Except Oil and Gas #47-5023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Earth Drillers, Except Oil and Gas”

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Core Skills & Abilities

  • Create and lay out designs for drill and blast patterns.

  • Regulate air pressure, rotary speed, and downward pressure, according to the type of rock or concrete being drilled.

  • Select and attach drill bits and drill rods, adding more rods as hole depths increase, and changing drill bits as needed.

  • Design well pumping systems.

  • Review client requirements and proposed locations for drilling operations to determine feasibility, and to determine cost estimates.

  • Record drilling progress and geological data.

  • Drive or guide truck-mounted equipment into position, level and stabilize rigs, and extend telescoping derricks.

  • Disinfect, reconstruct, and redevelop contaminated wells and water pumping systems, and clean and disinfect new wells in preparation for use.

  • Perform routine maintenance and upgrade work on machines and equipment, such as replacing parts, building up drill bits, and lubricating machinery.

  • Select the appropriate drill for the job, using knowledge of rock or soil conditions.

  • Place and install screens, casings, pumps, and other well fixtures to develop wells.

  • Drill or bore holes in rock for blasting, grouting, anchoring, or building foundations.

  • Signal crane operators to move equipment.

  • Drive trucks, tractors, or truck-mounted drills to and from work sites.

  • Monitor drilling operations, by checking gauges and listening to equipment to assess drilling conditions and to determine the need to adjust drilling or alter equipment.

  • Assemble and position machines, augers, casing pipes, and other equipment, using hand and power tools.

  • Start, stop, and control drilling speed of machines and insertion of casings into holes.

  • Perform pumping tests to assess well performance.

  • Operate water-well drilling rigs and other equipment to drill, bore, and dig for water wells or for environmental assessment purposes.

  • Fabricate well casings.

  • Withdraw drill rods from holes, and extract core samples.

  • Inspect core samples to determine nature of strata, or take samples to laboratories for analysis.

  • Operate controls to stabilize machines and to position and align drills.

  • Operate machines to flush earth cuttings or to blow dust from holes.

  • Pour water into wells, or pump water or slush into wells to cool drill bits and to remove drillings.

  • Verify depths and alignments of boring positions.

  • Retract augers to force discharge dirt from holes.

  • Retrieve lost equipment from bore holes, using retrieval tools and equipment.

  • Document geological formations encountered during work.

Technologies & Software

  • Microsoft Word
  • Autodesk Construction AI
  • ChatGPT (OpenAI)
  • Global positioning system GPS software
  • Microsoft Office software
  • Gemini for Workspace
  • Buildots AI
  • Microsoft Excel
  • Procore AI
  • Adjustable combination wrenches
  • Handheld remote thermometers
  • Grout pumps
  • Mud balances
  • Truck mounted cranes
  • Downhole hammers
  • Backhoe-equipped tractors
  • Alternating current AC generators
  • Pipe retrieval fishing tools
  • Trenchers
  • Portable air compressors
  • Global positioning system GPS receivers
  • Mud mixers
  • Chain slings
  • Water monitoring samplers
  • Shale shakers
  • Field forklifts
  • Power augers
  • Mud rotary drills
  • Rotary drilling tools
  • Tablet computers
  • Truck-mounted water pumps
  • Downhole well testing equipment
  • Drill pipe tongs
  • Lube guns
  • Precision levels
  • Marsh funnels
  • Submerged arc welding tools
  • Cable tool drills
  • Personal computers
  • Mud pumping equipment
  • Mud guns
  • Air rotary drills
  • Desanders
  • Core drill rigs
  • Bobcats
  • Work trucks
  • Water level meters
  • Water sampling bailers
  • Drilling collars
  • Laptop computers
  • Water logging tools
  • Earth drilling machines
  • Digital video cameras
  • Water test kits