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Automation Risk Analysis

Will “Blending Coordinator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Blending Coordinator” 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%

“Blending Coordinator” 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

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

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

  • Develop computer models of chemical processes.

  • Monitor and analyze data from processes and experiments.

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

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

  • Troubleshoot problems with chemical manufacturing processes.

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

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

  • Design and plan layout of equipment.

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

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

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

Technologies & Software

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