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Automation Risk Analysis

Will “Natural Gas Technician (Natural Gas Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Natural Gas Technician (Natural Gas Tech)” will maybe 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

53%

“Natural Gas Technician (Natural Gas Tech)” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 53% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences.

Avg. Annual Salary $61,300
Avg. Hourly Wage $29.47
Available Jobs (US) 55,640
Job Title & Hierarchy Code (SOC) Chemical Technicians #19-4031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Technicians”

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Core Skills & Abilities

  • Write technical reports or prepare graphs or charts to document experimental results.

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

  • Conduct chemical or physical laboratory tests to assist scientists in making qualitative or quantitative analyses of solids, liquids, or gaseous materials.

  • Prepare chemical solutions for products or processes, following standardized formulas, or create experimental formulas.

  • Compile and interpret results of tests and analyses.

  • Provide and maintain a safe work environment by participating in safety programs, committees, or teams and by conducting laboratory or plant safety audits.

  • Operate experimental pilot plants, assisting with experimental design.

  • Design or fabricate experimental apparatus to develop new products or processes.

  • Train new employees on topics such as the proper operation of laboratory equipment.

  • Set up and conduct chemical experiments, tests, and analyses, using techniques such as chromatography, spectroscopy, physical or chemical separation techniques, or microscopy.

  • Provide technical support or assistance to chemists or engineers.

  • Order and inventory materials to maintain supplies.

  • Monitor product quality to ensure compliance with standards and specifications.

  • Develop or conduct programs of sampling and analysis to maintain quality standards of raw materials, chemical intermediates, or products.

  • Maintain, clean, or sterilize laboratory instruments or equipment.

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  • ChatGPT (OpenAI)
  • Spreadsheet software
  • Microsoft Word
  • R
  • Mistral (Mistral AI)
  • DeepSeek
  • SAP software
  • C++
  • Oracle Java
  • Laboratory information management system LIMS
  • Word processing software
  • Qwen (Alibaba)
  • Mistral AI (chat/models)
  • Microsoft Office software
  • Python
  • Microsoft Outlook
  • Claude (Anthropic)
  • Consensus
  • Email software
  • Oracle Database
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • Software development tools
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  • Database software
  • Abbe refractometers
  • Differential refractometers
  • Closed-end manometers
  • Explosion-proof fume hoods
  • Ultraviolet UV lamps
  • Automated polarimeters
  • Refrigerated coolers
  • Finger pumps
  • Comparators
  • Prisms
  • Magnetic agitators
  • Mainframe computers
  • Desktop computers
  • Automatic burets
  • Homogenizers
  • Mercury barometers
  • Flame ionization detectors FID
  • Photocells
  • Unequal-arm balances
  • Dust and particulate respirators
  • Polarimeters
  • Automatic buret cleaners
  • Gravity convection ovens
  • Glass tubing
  • Gas burners
  • Glass burets
  • Drying pistols
  • Atomic emissions spectroscopes
  • Fire extinguishers
  • Automated microviscometers
  • Cork borer sets
  • Dessicators
  • Titrators
  • Photo detectors
  • Optical pyrometers
  • Diffusion pumps
  • Pull spring balances
  • Fourier transfer infrared FTIR spectrometers
  • Exhaust hoods
  • High pressure sodium lamps
  • Safety glasses
  • Water aspirators
  • Utility clamps
  • Reflux condensers
  • Nuclear magnetic resonance NMR spectroscopes
  • Liquid-filled remote thermometers
  • High pressure liquid chromatograph HPLC equipment
  • Meker burners
  • Cartesian manostats
  • Polarizers
  • Cooling baths
  • Bell jars
  • Bimetallic strip thermometers
  • Bomb calorimeters
  • Hot air blowers
  • Aneroid barometers
  • Geiger-Muller counters
  • Buchner funnels
  • Thinlayer chromatography analyzers
  • Pressure gauges
  • Laboratory drying ovens
  • Mercury vapor lamps
  • Personal computers
  • Vapor monitor badges
  • Face shields
  • Bunsen burners
  • Thermal conductivity detectors
  • Muffle furnaces
  • Hirsch funnels
  • Laminar flow burners
  • Glass laboratory crucibles
  • Westphal balances
  • Fluorimeters
  • Coulometers
  • Gooch crucibles
  • Laboratory vacuum pumps
  • Hazardous material protective clothing
  • McLeod gauges
  • Deuterium lamps
  • U-tube manometers
  • Liquid transfer pumps
  • Sample crushers
  • Differential scanning calorimeters
  • Steam baths
  • Chromatography developing tanks
  • Ion exchange chromatography equipment
  • Flame photometers
  • Ionization gauges
  • Bubble-cap fractionating columns
  • Hollow cathode lamps
  • Monochromators
  • Atomic absorption AA spectroscopes
  • Constant temperature water baths
  • Metering pumps
  • Rotary evaporators
  • Immersion heaters
  • Automatic pipette cleaners
  • Laboratory heating plates
  • Multimeters
  • Hydrometers
  • Ultracentrifuges
  • Filter pumps
  • Single-pan balances
  • Heating mantles
  • Laboratory tongs
  • Liquid chromatography equipment
  • Safety gloves
  • Gas chromatography equipment
  • Dye lasers
  • Vacuum flask traps
  • Optical beamsplitting devices
  • Infrared lamps
  • Turbidimeters
  • Fluid scintillation counters
  • Ammeters
  • Computer-controlled pumps
  • Pycnometers
  • Spectrophotometers
  • Gas drying tubes
  • Mortars and pestles
  • Chromatography microsyringes
  • Laboratory blenders
  • Bourdon gauges
  • Voltmeters
  • Transfer pipettes
  • Evaporating dishes
  • Bubble flow meters
  • Laboratory flasks
  • Radioisotope fume hoods
  • Benchtop centrifuges
  • Laboratory balances
  • Ball mills
  • Liquid chromatography/mass spectrometry LC/MS equipment
  • Ultraviolet UV spectroscopes
  • Nebulizers
  • Photomultiplier tubes
  • Canister gas masks
  • Velometers
  • Magnetic stirring bars
  • Rotameters
  • Perchloric acid hoods
  • Agitation tanks
  • Triple beam balances
  • Molecular stills
  • Evaporator rotators
  • Test tube clamps
  • Electronic toploading balances
  • Distilling condensers
  • Tension gauges
  • Lecture bottles
  • Mass spectrometers
  • Gravitational field indicators
  • Infrared IR spectroscopes
  • Thermocouples
  • Dissolved oxygen meters
  • Ruby lasers
  • Pirani gauges
  • Volumetric flasks
  • Safety goggles
  • Lasers
  • Viscosity meters
  • Gas leak detectors
  • Graphing calculators
  • Eyewash fountains
  • Graphite furnaces
  • pH indicators
  • Lyophilizers
  • Organic carbon analyzers
  • Torsion balances
  • Capillary tubing
  • Digital handheld thermometers
  • Beckmann thermometers
  • Vacuum gauges
  • Optical compound microscopes
  • Asbestos gloves
  • Laboratory pressing equipment
  • Reaction flasks
  • Rheometers
  • Safety showers
  • Claisen flasks
  • Plastic cuvettes
  • Autotitrators
  • Volumetric glass pipettes
  • Radiation detectors
  • Laboratory centrifugal pumps
  • Ultraviolet UV light detectors
  • Volume displacement pumps
  • Laboratory vacuum hand pumps

Alternative Job Titles