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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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Operate experimental pilot plants, assisting with experimental design.

  • Develop new chemical engineering processes or production techniques.

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

  • 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.

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

  • Compile and interpret results of tests and analyses.

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

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

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

Technologies & Software

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

Alternative Job Titles