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Automation Risk Analysis

Will “Air Moving Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Air Moving 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%

“Air Moving 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

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

  • Improve chemical processes to reduce toxic emissions.

  • Prepare permit applications or review compliance with environmental permits.

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

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

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

  • Prepare and package environmental samples for shipping or testing.

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

  • Oversee support staff.

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

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

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

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

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

  • Review work plans to schedule activities.

  • Perform environmental quality work in field or office settings.

  • Assist in the cleanup of hazardous material spills.

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

  • Maintain process parameters and evaluate process anomalies.

  • 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.

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

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

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

  • Maintain project logbook records or computer program files.

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

Technologies & Software

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

Alternative Job Titles