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Automation Risk Analysis

Will “Perfumer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Perfumer” 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%

“Perfumer” 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 technical support or assistance to chemists or engineers.

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • Order and inventory materials to maintain supplies.

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

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

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

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

  • 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.

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

Alternative Job Titles