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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

  • 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.

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

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Develop new chemical engineering processes or production techniques.

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

  • Provide technical support or assistance to chemists or engineers.

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

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

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

Alternative Job Titles