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Automation Risk Analysis

Will “Flue Gas Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Flue Gas Analyst” 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%

“Flue Gas Analyst” 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

  • 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.

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

  • Compile and interpret results of tests and analyses.

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

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

  • 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.

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

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

Technologies & Software

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

Alternative Job Titles