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Automation Risk Analysis

Will “Air Pollution Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #225 of 702. Estimated risk: 25.0%

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AI Exposure Risk

31%

“Air Pollution Specialist” 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 Pollution Specialist” 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

  • 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.

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

  • Oversee support staff.

  • 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.

  • Prepare permit applications or review compliance with environmental permits.

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

  • Assist in the cleanup of hazardous material spills.

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

  • Prepare and package environmental samples for shipping or testing.

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

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

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

  • Maintain project logbook records or computer program files.

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

  • Improve chemical processes to reduce toxic emissions.

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

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

  • 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.

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

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

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

  • Maintain process parameters and evaluate process anomalies.

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

Technologies & Software

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

Alternative Job Titles