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Automation Risk Analysis

Will “Fiber Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Fiber 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%

“Fiber 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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Related Occupations & Automation Risk

Economists

AI Risk 63%
Robot Risk 15%

Biochemists and Biophysicists

AI Risk 62%
Robot Risk 47%

Industrial Ecologists

AI Risk 61%
Robot Risk 23%

Geographers

AI Risk 61%
Robot Risk 28%

Environmental Economists

AI Risk 61%
Robot Risk 18%

Atmospheric and Space Scientists

AI Risk 61%
Robot Risk 28%

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.

  • 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.

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

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

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

  • 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.

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

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

  • Compile and interpret results of tests and analyses.

  • Provide technical support or assistance to chemists or engineers.

  • Direct or monitor other workers producing chemical products.

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

  • Operate experimental pilot plants, assisting with experimental design.

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

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

Alternative Job Titles