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Automation Risk Analysis

Will “Control Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #319 of 702. Estimated risk: 57.0%

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AI Exposure Risk

55%

“Control 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%

“Control 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

  • Operate experimental pilot plants, assisting with experimental design.

  • Provide technical support or assistance to chemists or engineers.

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

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

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

  • 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.

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

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

  • Develop new chemical engineering processes or production techniques.

  • Direct or monitor other workers producing chemical products.

  • Order and inventory materials to maintain supplies.

  • Compile and interpret results of tests and analyses.

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

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

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

Technologies & Software

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

Alternative Job Titles