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Automation Risk Analysis

Will “Spectrograph Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Spectrograph Operator” 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%

“Spectrograph Operator” 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

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

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

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

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

  • Direct or monitor other workers producing chemical products.

  • 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.

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

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

  • Develop new chemical engineering processes or production techniques.

  • Provide technical support or assistance to chemists or engineers.

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

  • 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.

  • Compile and interpret results of tests and analyses.

  • Order and inventory materials to maintain supplies.

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

Alternative Job Titles