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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

  • 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.

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

  • Direct or monitor other workers producing chemical products.

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

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

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

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

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

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

  • Compile and interpret results of tests and analyses.

Technologies & Software

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

Alternative Job Titles