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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

  • 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.

  • 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.

  • Compile and interpret results of tests and analyses.

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

  • Direct or monitor other workers producing chemical products.

  • Operate experimental pilot plants, assisting with experimental design.

  • 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.

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

  • Develop new chemical engineering processes or production techniques.

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

Alternative Job Titles