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Automation Risk Analysis

Will “Polymer Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Polymer Tester” 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%

“Polymer Tester” 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

  • Direct or monitor other workers producing chemical products.

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

  • Develop new chemical engineering processes or production techniques.

  • 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.

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

  • 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.

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

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Order and inventory materials to maintain supplies.

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

Technologies & Software

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

Alternative Job Titles