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Automation Risk Analysis

Will “Absorption and Adsorption Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Absorption and Adsorption 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%

“Absorption and Adsorption 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

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

  • 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.

  • Design and plan layout of equipment.

  • Monitor and analyze data from processes and experiments.

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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