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Automation Risk Analysis

Will “Mass Spectrometrist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Mass Spectrometrist” 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%

“Mass Spectrometrist” 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

  • Compile and interpret results of tests and analyses.

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

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

  • Order and inventory materials to maintain supplies.

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

  • Direct or monitor other workers producing chemical products.

  • Develop new chemical engineering processes or production techniques.

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

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

  • Operate experimental pilot plants, assisting with experimental design.

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

  • 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.

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

  • Provide technical support or assistance to chemists or engineers.

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

Technologies & Software

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

Alternative Job Titles