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Automation Risk Analysis

Will “Polymerization Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Polymerization Engineer” 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Polymerization Engineer” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chemical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design chemical plant equipment and devise processes for manufacturing chemicals and products, such as gasoline, synthetic rubber, plastics, detergents, cement, paper, and pulp, by applying principles and technology of chemistry, physics, and engineering.

Avg. Annual Salary $128,430
Avg. Hourly Wage $61.75
Available Jobs (US) 20,330
Job Title & Hierarchy Code (SOC) Chemical Engineers #17-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chemical Engineers”

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Core Skills & Abilities

  • Design and plan layout of equipment.

  • Develop computer models of chemical processes.

  • Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.

  • Conduct research to develop new and improved chemical manufacturing processes.

  • Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.

  • Monitor and analyze data from processes and experiments.

  • Troubleshoot problems with chemical manufacturing processes.

  • Prepare estimate of production costs and production progress reports for management.

  • Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.

  • Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.

  • Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.

  • Perform tests and monitor performance of processes throughout stages of production to determine degree of control over variables such as temperature, density, specific gravity, and pressure.

  • Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.

  • Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.

Technologies & Software

  • Microsoft Exchange
  • Structured query language SQL
  • Gemini (Google)
  • Llama (Meta)
  • Microsoft Access
  • R
  • Madison Technical Software Steampak
  • Microsoft PowerPoint
  • Microsoft Visio
  • Qwen (Alibaba)
  • SoftLab PHEdesign
  • CD-adapco STAR-CAD
  • Cerebro CerebroMix
  • Autodesk AI
  • Chempute Software ChemDraw
  • Statistical software
  • EPCON International SiNET
  • Gemini Code Assist
  • The MathWorks MATLAB
  • GitHub Copilot
  • C
  • Computer aided design and drafting CADD software
  • Dassault Systemes CATIA
  • Minitab
  • Chemstations CHEMCAD
  • Microsoft Project
  • Applied Flow Technology AFT Fathom
  • GE Fanuc Proficy Machine Edition
  • Mistral (Mistral AI)
  • Computer aided design CAD software
  • Microsoft Visual C# .NET
  • Nova (Amazon)
  • Claude (Anthropic)
  • AspenTech aspenONE
  • Madison Technical Software Chempak Plus
  • Chempute Software EstPro
  • DeepSeek
  • Microsoft Office software
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • G&P Engineering Software PipeDrop
  • Thermal Analysis Systems The Energy Analyst
  • Prode PD-Plus
  • ChatGPT (OpenAI)
  • Laboratory information management system LIMS
  • EPCON International CHEMPRO Engineering Suite
  • Desktop publishing software
  • AutoCAD AI
  • ANSYS AI Simulation
  • Applied Flow Technology AFT Arrow
  • SAP software
  • Chempute Software Engineer's Aide SINET
  • National Instruments LabVIEW
  • G&P Engineering Software PhysProps
  • PTC Creo Parametric
  • ChemicaLogic SteamTab
  • Dassault Systemes SolidWorks
  • G&P Engineering Software EngVert
  • Supervisory control and data acquisition SCADA software
  • Microsoft Word
  • Control Station ENGINEER
  • EPCON International SYSTEM 7 Process Explorer
  • Presentation software
  • Spreadsheet software
  • Grok (xAI)
  • Relational database software
  • Perplexity AI
  • C++
  • Absorption process simulation software
  • Madison Technical Software Enviropak
  • Autodesk AutoCAD
  • Chempute Software SuperPro Designer
  • Computer aided manufacturing CAM software
  • Microsoft Visual Basic
  • Chempute Software VisiMix
  • Catalytic reactors
  • Distillation columns
  • Personal digital assistants PDA
  • Programmable logic controllers PLC
  • Lyophilizers
  • Vacuum pumps
  • Wet scrubbers
  • Sludge dryers
  • Vial handling systems
  • Heat exchangers
  • Chromatographic scanning equipment
  • Filtration systems
  • Surface analysis spectroscopes
  • Benchtop centrifuges
  • Personal computers
  • Benchtop mixers
  • Mixing tanks
  • Gas absorbers
  • Atomic force microscopes
  • Safety goggles
  • Plate filter presses
  • Agitators
  • Powder mixing equipment
  • Laboratory evaporaters
  • Mass spectrometers
  • Distillation systems