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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%

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

  • Order and inventory materials to maintain supplies.

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • 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.

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

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

  • 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.

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

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

Alternative Job Titles