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Automation Risk Analysis

Will “Air 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 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 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.

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

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

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

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

  • Perform environmental quality work in field or office settings.

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

  • Review work plans to schedule activities.

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

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

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

  • Prepare permit applications or review compliance with environmental permits.

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

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

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

  • Maintain process parameters and evaluate process anomalies.

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

  • Oversee support staff.

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

  • Assist in the cleanup of hazardous material spills.

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

  • Improve chemical processes to reduce toxic emissions.

  • Prepare and package environmental samples for shipping or testing.

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

  • 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.

Technologies & Software

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

Alternative Job Titles