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Automation Risk Analysis

Will “Organic Preparation Analyst (Organic Prep Analyst)” 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 Analyst (Organic Prep Analyst)” 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 Analyst (Organic Prep Analyst)” 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

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Robot Risk 15%

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AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

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AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
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Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

Core Skills & Abilities

  • Develop new chemical engineering processes or production techniques.

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

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

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

  • Order and inventory materials to maintain supplies.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

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

  • Compile and interpret results of tests and analyses.

  • Provide technical support or assistance to chemists or engineers.

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

Alternative Job Titles