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Automation Risk Analysis

Will “Dye Lab Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Dye Lab Technician” 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 Lab Technician” 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

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Order and inventory materials to maintain supplies.

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

  • 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.

  • Compile and interpret results of tests and analyses.

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

  • Direct or monitor other workers producing chemical products.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

Alternative Job Titles