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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

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

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

  • Compile and interpret results of tests and analyses.

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

  • Order and inventory materials to maintain supplies.

  • Direct or monitor other workers producing chemical products.

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

  • Provide technical support or assistance to chemists or engineers.

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

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

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

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

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

Alternative Job Titles