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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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Compile and interpret results of tests and analyses.

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

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

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

  • Develop new chemical engineering processes or production techniques.

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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

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

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

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

Alternative Job Titles