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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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Core Skills & Abilities

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

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

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

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

  • 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.

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

  • Direct or monitor other workers producing chemical products.

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

Technologies & Software

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

Alternative Job Titles