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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

  • 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.

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

  • Order and inventory materials to maintain supplies.

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

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

  • 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.

  • Develop new chemical engineering processes or production techniques.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Compile and interpret results of tests and analyses.

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

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

Alternative Job Titles