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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

  • Troubleshoot problems with chemical manufacturing processes.

  • 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.

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

  • 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.

  • 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.

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

  • Monitor and analyze data from processes and experiments.

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

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

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

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

Technologies & Software

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