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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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

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

  • Order and inventory materials to maintain supplies.

  • 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.

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

  • 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.

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

Technologies & Software

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

Alternative Job Titles