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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.

  • Operate experimental pilot plants, assisting with experimental design.

  • Direct or monitor other workers producing chemical products.

  • Provide technical support or assistance to chemists or engineers.

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

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

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

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

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

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

  • Develop new chemical engineering processes or production techniques.

  • Order and inventory materials to maintain supplies.

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

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

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

  • Compile and interpret results of tests and analyses.

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

Alternative Job Titles