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Automation Risk Analysis

Will “Dye Colorist Formulator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Colorist Formulator” 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 Colorist Formulator” 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 new chemical engineering processes or production techniques.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Direct or monitor other workers producing chemical products.

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

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

Alternative Job Titles