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Automation Risk Analysis

Will “Gas Technician (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%

“Gas Technician (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%

“Gas Technician (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.

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

  • Order and inventory materials to maintain supplies.

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

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

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

  • 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.

  • 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.

  • Develop new chemical engineering processes or production techniques.

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

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

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

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

Technologies & Software

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

Alternative Job Titles