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Automation Risk Analysis

Will “Chemistry Research Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Chemistry Research Assistant” 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%

“Chemistry Research Assistant” 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

  • 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.

  • Compile and interpret results of tests and analyses.

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

  • Order and inventory materials to maintain supplies.

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

  • Develop new chemical engineering processes or production techniques.

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

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

  • 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.

  • 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.

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

  • Direct or monitor other workers producing chemical products.

  • Provide technical support or assistance to chemists or engineers.

Technologies & Software

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

Alternative Job Titles