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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

  • Develop computer models of chemical processes.

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

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

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

  • 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.

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

  • Design and plan layout of equipment.

  • Troubleshoot problems with chemical manufacturing processes.

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

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

  • 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.

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

  • Monitor and analyze data from processes and experiments.

Technologies & Software

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