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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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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

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

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

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

  • Order and inventory materials to maintain supplies.

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

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

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

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Develop new chemical engineering processes or production techniques.

  • Provide technical support or assistance to chemists or engineers.

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

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

Technologies & Software

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

Alternative Job Titles