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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.

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

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

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

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

  • Compile and interpret results of tests and analyses.

  • Develop new chemical engineering processes or production techniques.

  • Operate experimental pilot plants, assisting with experimental design.

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

  • Provide technical support or assistance to chemists or engineers.

  • 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.

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

  • Order and inventory materials to maintain supplies.

  • Direct or monitor other workers producing chemical products.

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

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

Alternative Job Titles