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Automation Risk Analysis

Will “Soil Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Soil Technician” 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 31% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

44%

“Soil Technician” 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 44% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Environmental Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply theory and principles of environmental engineering to modify, test, and operate equipment and devices used in the prevention, control, and remediation of environmental problems, including waste treatment and site remediation, under the direction of engineering staff or scientists. May assist in the development of environmental remediation devices.

Avg. Annual Salary $63,070
Avg. Hourly Wage $30.32
Available Jobs (US) 12,500
Job Title & Hierarchy Code (SOC) Environmental Engineering Technologists and Technicians #17-3025
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Environmental Engineering Technologists and Technicians”

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Related Occupations & Automation Risk

Automotive Engineers

AI Risk 62%
Robot Risk 37%

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AI Risk 62%
Robot Risk 32%

Validation Engineers

AI Risk 61%
Robot Risk 34%

Bioengineers and Biomedical Engineers

AI Risk 61%
Robot Risk 39%

Photonics Engineers

AI Risk 60%
Robot Risk 39%

Petroleum Engineers

AI Risk 60%
Robot Risk 26%

Core Skills & Abilities

  • Model biological, chemical, or physical treatment processes to remove or degrade pollutants.

  • Arrange for the disposal of lead, asbestos, or other hazardous materials.

  • Receive, set up, test, or decontaminate equipment.

  • Create models to demonstrate or predict the process by which pollutants move through or impact an environment.

  • Prepare and package environmental samples for shipping or testing.

  • Produce environmental assessment reports, tabulating data and preparing charts, graphs, or sketches.

  • Maintain project logbook records or computer program files.

  • Provide technical engineering support in the planning of projects, such as wastewater treatment plants, to ensure compliance with environmental regulations and policies.

  • Improve chemical processes to reduce toxic emissions.

  • Oversee support staff.

  • Perform environmental quality work in field or office settings.

  • Record laboratory or field data, including numerical data, test results, photographs, or summaries of visual observations.

  • Obtain product information, identify vendors or suppliers, or order materials or equipment to maintain inventory.

  • Assess the ability of environments to naturally remove or reduce conventional or emerging contaminants from air, water, or soil.

  • Prepare permit applications or review compliance with environmental permits.

  • Maintain process parameters and evaluate process anomalies.

  • Perform statistical analysis and correction of air or water pollution data submitted by industry or other agencies.

  • Evaluate and select technologies to clean up polluted sites, restore polluted air, water, or soil, or rehabilitate degraded ecosystems.

  • Inspect facilities to monitor compliance with regulations governing substances, such as asbestos, lead, or wastewater.

  • Assist in the cleanup of hazardous material spills.

  • Review work plans to schedule activities.

  • Review technical documents to ensure completeness and conformance to requirements.

  • Collect and analyze pollution samples, such as air or ground water.

  • Develop work plans, including writing specifications or establishing material, manpower, or facilities needs.

  • Decontaminate or test field equipment used to clean or test pollutants from soil, air, or water.

  • Work with customers to assess the environmental impact of proposed construction or to develop pollution prevention programs.

Technologies & Software

  • Photogrammetric software
  • Microsoft Access
  • The MathWorks MATLAB
  • Regulatory compliance management software
  • Laboratory information management system LIMS
  • Geomechanical design analysis GDA software
  • Gas dispersion model software
  • ChatGPT (OpenAI)
  • Material safety data sheet MSDS software
  • Mathsoft Mathcad
  • Geographic information system GIS systems
  • Microsoft Word
  • PerkinElmer Turbochrom
  • Statistical software
  • Autodesk AI
  • Waste management software
  • Hazardous materials management HMS software
  • Neural network modeling software
  • Maplesoft Maple
  • Adobe PageMaker
  • Stochastic modeling software
  • Autodesk AutoCAD Civil 3D
  • HEC-RAS
  • Hydrologic simulation program fortan HSPF software
  • Gemini Code Assist
  • Visual MODFLOW Pro
  • SofTech CADRA
  • Site remediation management software
  • Email software
  • Spreadsheet software
  • Structure query language SQL
  • Microsoft SharePoint Server
  • Microsoft Excel
  • Soil mapping software
  • Water flow modeling software
  • Perplexity AI
  • Fugitive emission leak detection software
  • Rockwell Automation Arena
  • Gel documentation software
  • Stormwater runoff modeling software
  • Microsoft Office software
  • Word processing software
  • Internet browser software
  • Formula translation/translator FORTRAN
  • C++
  • Microscopic image capturing software
  • Microsoft PowerPoint
  • Continuous emission management software
  • Environmental health and safety documentation software
  • Simultaneous location and mapping SLAM
  • GAEA Technologies WinSieve
  • WAM software
  • SAS
  • Autodesk AutoCAD
  • National Instruments LabVIEW
  • Wind flow modeling software
  • Simulation software
  • Ecological risk assessment software
  • Insightful S-PLUS
  • Bentley MicroStation
  • Database software
  • AutoCAD AI
  • LINDO Systems optimization modeling software
  • Presentation software
  • RockWare MODFLOW
  • Thermal indoor climate simulation software
  • Wolfram Research Mathematica
  • XP Software XPSWMM
  • Geographic information system GIS software
  • Computer aided design and drafting CADD software
  • ESRI ArcGIS software
  • Python
  • Greenhouse gas management software
  • Microsoft Outlook
  • GitHub Copilot
  • DHI Water and Environment MIKE SHE
  • ANSYS AI Simulation
  • Air dispersion modeling software
  • ANSYS simulation software
  • Scientific Software Group MIGRATE
  • Ultraviolet UV spectrometers
  • Aerobic laboratory scale reactors
  • Electrophoresis tanks
  • Beakers
  • Dissolved oxygen meters
  • Soil carbon-nitrogen CN analyzers
  • Freezers
  • Anaerobic laboratory scale reactors
  • Tracer gas detectors
  • High-pressure/temperature reactors
  • Calorimeters
  • Test tubes
  • Epifluorescence microscopes
  • Laminar flow hoods
  • Digester apparatus
  • Blenders
  • Laboratory shakers
  • Laboratory centrifugal pumps
  • Streaming current detectors
  • Optical compound microscopes
  • Liquid scintillation equipment
  • Scintillation counters
  • Analytical balances
  • Pan balances
  • Gel documentation systems
  • Ion selective electrode ISE meters
  • Laser printers
  • Inverted microscopes
  • Enzyme-linked immunosorbent assay ELISA plate readers
  • Zeta meters
  • Balances
  • Graduated cylinders
  • Photometer
  • Erlenmeyer flasks
  • Flow meters
  • Peristaltic pumps
  • Glassware adapters
  • Benchtop refrigerated centrifuges
  • Transmission electron microscopes TEM
  • Incubators
  • Air monitoring equipment
  • Total organic carbon TOC analyzers
  • Flatbed scanners
  • Desktop computers
  • Soil vapor sampling equipment
  • Groundwater pumps
  • Dataloggers
  • Incubator shakers
  • Mixer mills
  • Gas mass spectroscopes
  • Spectrofluorimeters
  • Scanning probe microscopes SPM
  • Ultra pure water systems
  • Refrigerated centrifuges
  • California bearing ratio CBR testing devices
  • Mainframe computers
  • Digital cameras
  • Particle size analyzers
  • Funnels
  • Laboratory ovens
  • Mechanical convection ovens
  • Two-vortex mixers
  • pH meters
  • Aeration pumps
  • Muffle furnaces
  • Freeze dryers
  • Ultrasonic cleaners
  • Sterilizer chambers
  • Total organic halide analyzers
  • Fluorimeters
  • Chemical fume hoods
  • Universal fractionators
  • Thermal conductivity detectors
  • Visible spectrometers
  • Personal computers
  • Air velocity meters
  • Turbidimeters
  • Flow injection analyzers
  • Reciprocating pumps
  • Dessicator chambers
  • Simultaneous static and dynamic light scattering systems
  • Low pressure liquid chromatographs with fraction collectors
  • Water distillation units
  • Micropipettes
  • Atomic force microscopes
  • Dynamic contact angle apparatus
  • High pressure liquid chromatograph HPLC with ultraviolet/visible UV/Vis absorbance detectors
  • 13C nuclear magnetic resonance NMR spectrometers
  • Water samplers
  • Autotitration systems
  • Benchtop nephelometers
  • Ozone concentration percentage meters
  • Scanning microscopes
  • Microcentrifuges
  • Liquid handling robots
  • Anaerobic laboratory glove bags
  • Soil permeability testers
  • Water quality monitors
  • Dichotomous particulate matter samplers
  • Particulate filters
  • Fermenters
  • Bailers
  • Particle counters
  • Laboratory vacuum pumps
  • Toxicity analyzers
  • Water level recorders
  • Furnaces
  • Potentiostats
  • Magnetic stirrers
  • Titrimeters
  • Low pressure reverse osmosis water treatment systems
  • Gas chromatographs GC
  • Thermocouples
  • Biological oxidizers
  • Soil expansion testers
  • Supercritical fluid extractors
  • Spectrophotometers
  • Specific ion probes
  • Electrophoresis equipment
  • Glassware condensers
  • Respirators
  • Flame ionization detectors FID
  • Fecal coliform constant temperature shaker baths
  • Biosafety cabinets
  • Ultrafiltration cells
  • Filter press simulators
  • Total internal reflection fluorescence TIRF microscopes
  • Titrators
  • French presses
  • Ion chromatographs
  • Notebook computers
  • Ozone generators
  • Respirometers
  • Heated environmental chambers
  • Fraction collectors
  • Conductivity meters
  • Filtering funnels
  • Multistage agar impactors
  • Binocular light compound microscopes
  • High-speed centrifuges
  • Autoclaves
  • Camera-equipped microscopes
  • Argon lasers
  • Microscope slides
  • Hot plate stirrers
  • Tractor mounted drill rigs
  • Polymerase chain reaction PCR equipment
  • Mercury analysis equipment
  • Ozone bubble contactors
  • Atomic absorption AA spectrometers
  • Meters
  • Soil particle size testers
  • Liquid mass spectroscopes
  • Anemometers
  • Phase contrast microscopes
  • Surface area analyzers
  • Interferometeric refractormeters
  • Groundwater sampling equipment
  • Global positioning system GPS receivers
  • Soil samplers
  • Carbon analyzers
  • Video microscopes
  • Heating mantles
  • Hazardous material protective clothing
  • Laboratory scales
  • Differential mobility analyzers
  • Drop volume tensiometers
  • Plasma spectrometers
  • Rotavapors
  • Microtox toxicity systems
  • Proton nuclear magnetic resonance NMR spectrometers
  • Water baths
  • Water sampling pumps
  • Airborne particulate samplers
  • Single particle spectroscopes

Alternative Job Titles