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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%

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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

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

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

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

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

  • Prepare and package environmental samples for shipping or testing.

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

  • Review work plans to schedule activities.

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

  • Prepare permit applications or review compliance with environmental permits.

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

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

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

  • Assist in the cleanup of hazardous material spills.

  • Improve chemical processes to reduce toxic emissions.

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

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

  • Oversee support staff.

  • Perform environmental quality work in field or office settings.

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

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

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

  • Maintain process parameters and evaluate process anomalies.

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

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

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

  • Maintain project logbook records or computer program files.

Technologies & Software

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

Alternative Job Titles