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Automation Risk Analysis

Will “Pharmaceutical Development Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #487 of 702. Estimated risk: 85.0%

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AI Exposure Risk

51%

“Pharmaceutical Development Technician” 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

59%

“Pharmaceutical Development Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 59% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Plant and System Operators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Control or operate entire chemical processes or system of machines.

Avg. Annual Salary $76,290
Avg. Hourly Wage $36.68
Available Jobs (US) 17,840
Job Title & Hierarchy Code (SOC) Chemical Plant and System Operators #51-8091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Plant and System Operators”

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Core Skills & Abilities

  • Notify maintenance, stationary engineering, or other auxiliary personnel to correct equipment malfunctions or to adjust power, steam, water, or air supplies.

  • Record operating data, such as process conditions, test results, or instrument readings.

  • Direct workers engaged in operating machinery that regulates the flow of materials and products.

  • Regulate or shut down equipment during emergency situations, as directed by supervisory personnel.

  • Defrost frozen valves, using steam hoses.

  • Calculate material requirements or yields according to formulas.

  • Start pumps to wash and rinse reactor vessels, to exhaust gases or vapors, to regulate the flow of oil, steam, air, or perfume to towers, or to add products to converter or blending vessels.

  • Move control settings to make necessary adjustments on equipment units affecting speeds of chemical reactions, quality, or yields.

  • Supervise the cleaning of towers, strainers, or spray tips.

  • Monitor recording instruments, flowmeters, panel lights, or other indicators and listen for warning signals to verify conformity of process conditions.

  • Control or operate chemical processes or systems of machines, using panelboards, control boards, or semi-automatic equipment.

  • Draw samples of products and conduct quality control tests to monitor processing and to ensure that standards are met.

  • Interpret chemical reactions visible through sight glasses or on television monitors and review laboratory test reports for process adjustments.

  • Inspect operating units, such as towers, soap-spray storage tanks, scrubbers, collectors, or driers to ensure that all are functioning and to maintain maximum efficiency.

  • Patrol work areas to ensure that solutions in tanks or troughs are not in danger of overflowing.

  • Turn valves to regulate flow of products or byproducts through agitator tanks, storage drums, or neutralizer tanks.

  • Gauge tank levels, using calibrated rods.

  • Confer with technical and supervisory personnel to report or resolve conditions affecting safety, efficiency, or product quality.

  • Repair or replace damaged equipment.

Technologies & Software

  • Siemens Industrial AI
  • Microsoft Word
  • ABB AI Robotics
  • DeepSeek
  • Cognex Vision AI
  • ChatGPT (OpenAI)
  • Alarm management system software
  • Claude (Anthropic)
  • Llama (Meta)
  • Microsoft Excel
  • Gemini (Google)
  • Microsoft Office software
  • Sight Machine AI
  • Grok (xAI)
  • Qwen (Alibaba)
  • Nova (Amazon)
  • Kimi (Moonshot AI)
  • Interlock shutdown systems
  • Rockwell Automation AI
  • Mistral (Mistral AI)
  • Coordinated incident management system CIMS software
  • Distributed control system DCS
  • Cooling towers
  • Centrifugal compressors
  • Centrifugal pumps
  • Panelboards
  • Hydraulic accumulators
  • Capacitance probes
  • Steam turbines
  • Mixing tanks
  • Silencers
  • Gas analyzers
  • Industrial liquid flowmeters
  • Recording calorimeters
  • Bourdon tubes
  • Reciprocating pumps
  • Control boards
  • Steam hoses
  • Soap-spray storage tanks
  • Storage drums
  • Heating vessels
  • Bucket elevators
  • Rotary pumps
  • Boilers
  • Panel lights
  • Radiographic detecting instruments
  • Thermocouple temperature probes
  • Thermocouples
  • Screw conveyors
  • Positive displacement pumps
  • Pressure gauges
  • Desktop computers
  • Industrial fans
  • Chemical reactor vessels
  • Display screens
  • Refrigeration systems
  • Air conditioning systems
  • Digital surface thermometers
  • Barometers
  • Belt conveyors
  • Tensometers
  • Industrial dryers
  • Fire extinguishers
  • Effluent treatment systems
  • Neutralizer tanks
  • Hoppers
  • Collectors
  • Viscometers
  • Calibrated rods
  • Distillation columns
  • Personal protective equipment
  • Converter vessels
  • Agitator tanks
  • Reciprocating compressors
  • Conveyor feeders
  • Humidifiers
  • Centrifugal fans
  • Chain conveyors
  • Blending vessels
  • Manometers
  • Wet scrubbers
  • Axial flow fans