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Automation Risk Analysis

Will “Pyrotechnist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Pyrotechnist” 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%

“Pyrotechnist” 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

  • Order and inventory materials to maintain supplies.

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

  • Direct or monitor other workers producing chemical products.

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

  • 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.

  • Compile and interpret results of tests and analyses.

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

  • Provide technical support or assistance to chemists or engineers.

  • 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.

Technologies & Software

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

Alternative Job Titles