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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

  • Direct or monitor other workers producing chemical products.

  • Provide technical support or assistance to chemists or engineers.

  • 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.

  • 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.

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

  • Order and inventory materials to maintain supplies.

  • Develop new chemical engineering processes or production techniques.

  • 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.

  • 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.

  • Compile and interpret results of tests and analyses.

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

Technologies & Software

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

Alternative Job Titles