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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

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

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

  • 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.

  • Compile and interpret results of tests and analyses.

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

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

  • Direct or monitor other workers producing chemical products.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles