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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

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

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

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

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • Direct or monitor other workers producing chemical products.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Compile and interpret results of tests and analyses.

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

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

Alternative Job Titles