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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

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

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

  • 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.

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

  • 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.

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

  • Compile and interpret results of tests and analyses.

  • Direct or monitor other workers producing chemical products.

  • 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.

  • 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.

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

Technologies & Software

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

Alternative Job Titles