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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

  • Compile and interpret results of tests and analyses.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

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

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

  • Direct or monitor other workers producing chemical products.

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

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

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

  • 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.

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

Alternative Job Titles