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Automation Risk Analysis

Will “Chemical Analytical Sampler” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Chemical Analytical Sampler” 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%

“Chemical Analytical Sampler” 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.

  • Direct or monitor other workers producing chemical products.

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • 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.

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

  • 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.

  • Develop new chemical engineering processes or production techniques.

  • Compile and interpret results of tests and analyses.

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

Alternative Job Titles