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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

Economists

AI Risk 63%
Robot Risk 15%

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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

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

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

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

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

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

  • Order and inventory materials to maintain supplies.

  • Direct or monitor other workers producing chemical products.

  • Operate experimental pilot plants, assisting with experimental design.

  • Compile and interpret results of tests and analyses.

  • 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.

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

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

  • Develop new chemical engineering processes or production techniques.

  • Provide technical support or assistance to chemists or engineers.

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

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

Alternative Job Titles