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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

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

  • Order and inventory materials to maintain supplies.

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Compile and interpret results of tests and analyses.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

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

  • Direct or monitor other workers producing chemical products.

Technologies & Software

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

Alternative Job Titles