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Automation Risk Analysis

Will “Dye Expert” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Expert” 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%

“Dye Expert” 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

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

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

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

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

  • Compile and interpret results of tests and analyses.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Direct or monitor other workers producing chemical products.

  • 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.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

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

Alternative Job Titles