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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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Core Skills & Abilities

  • Compile and interpret results of tests and analyses.

  • Develop new chemical engineering processes or production techniques.

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

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

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

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

  • Provide technical support or assistance to chemists or engineers.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Order and inventory materials to maintain supplies.

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

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

  • Direct or monitor other workers producing chemical products.

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

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

Alternative Job Titles