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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

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

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

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

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

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

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

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

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

Alternative Job Titles