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Automation Risk Analysis

Will “Field Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Field 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%

“Field 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%

Aerospace Engineers

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

  • 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.

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

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

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

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

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

  • Maintain process parameters and evaluate process anomalies.

  • Prepare and package environmental samples for shipping or testing.

  • Assist in the cleanup of hazardous material spills.

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

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

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

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

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

  • Oversee support staff.

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

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

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

  • Perform environmental quality work in field or office settings.

  • Improve chemical processes to reduce toxic emissions.

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

  • Review work plans to schedule activities.

  • Prepare permit applications or review compliance with environmental permits.

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

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

Technologies & Software

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

Alternative Job Titles