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Automation Risk Analysis

Will “Chemist Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Chemist 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%

“Chemist 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

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

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

  • 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.

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • 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.

  • Operate experimental pilot plants, assisting with experimental design.

  • Order and inventory materials to maintain supplies.

  • Provide technical support or assistance to chemists or engineers.

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

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

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

Technologies & Software

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

Alternative Job Titles