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Automation Risk Analysis

Will “Process Development Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Process Development 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%

“Process Development 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

  • Order and inventory materials to maintain supplies.

  • 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.

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

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

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

  • Direct or monitor other workers producing chemical products.

  • 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.

  • Operate experimental pilot plants, assisting with experimental design.

  • Develop new chemical engineering processes or production techniques.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

Alternative Job Titles