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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.

  • Signal crane operators to move equipment.

  • Verify depths and alignments of boring positions.

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

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

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

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

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

  • Fabricate well casings.

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

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

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

  • Perform pumping tests to assess well performance.

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

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

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

  • 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.

  • Document geological formations encountered during work.

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

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

  • Design well pumping systems.

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

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

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

  • Record drilling progress and geological data.

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

  • Retract augers to force discharge dirt from holes.

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

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

Technologies & Software

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