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Automation Risk Analysis

Will “Formulation Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Formulation Technician” 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%

“Formulation Technician” 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

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

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

  • Direct or monitor other workers producing chemical products.

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

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

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

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

  • Order and inventory materials to maintain supplies.

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

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

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

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Compile and interpret results of tests and analyses.

Technologies & Software

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

Alternative Job Titles