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Automation Risk Analysis

Will “Research and Development Associate (R & D Associate)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Research and Development Associate (R & D Associate)” 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%

“Research and Development Associate (R & D Associate)” 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

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

  • 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.

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

  • Direct or monitor other workers producing chemical products.

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

  • Compile and interpret results of tests and analyses.

  • Provide technical support or assistance to chemists or engineers.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • 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.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

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

Alternative Job Titles