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Automation Risk Analysis

Will “Plastics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Plastics 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%

“Plastics 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

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

  • Develop computer models of chemical processes.

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

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

  • Monitor and analyze data from processes and experiments.

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

  • Troubleshoot problems with chemical manufacturing processes.

  • 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.

  • 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.

  • Design and plan layout of equipment.

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

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

Technologies & Software

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