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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

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

  • Oversee support staff.

  • Review work plans to schedule activities.

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

  • Maintain process parameters and evaluate process anomalies.

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

  • Assist in the cleanup of hazardous material spills.

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

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

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

  • Maintain project logbook records or computer program files.

  • Prepare and package environmental samples for shipping or testing.

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

  • 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.

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

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

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

  • Improve chemical processes to reduce toxic emissions.

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

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

  • Perform environmental quality work in field or office settings.

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles