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Automation Risk Analysis

Will “Organic Preparation Technician (Organic Prep Technician)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Organic Preparation Technician (Organic Prep Technician)” 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%

“Organic Preparation Technician (Organic Prep Technician)” 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.

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

  • Develop new chemical engineering processes or production techniques.

  • 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.

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

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

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

Alternative Job Titles