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Automation Risk Analysis

Will “Viscosity Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Viscosity Worker” 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%

“Viscosity Worker” 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

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

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

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

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

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

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

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

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

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Direct or monitor other workers producing chemical products.

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

Alternative Job Titles