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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.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

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

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

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

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

  • Direct or monitor other workers producing chemical products.

  • Compile and interpret results of tests and analyses.

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

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

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

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

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

Alternative Job Titles