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Automation Risk Analysis

Will “Chemical Test Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #77 of 702. Estimated risk: 1.7%

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AI Exposure Risk

59%

“Chemical Test 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%

“Chemical Test 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

  • 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.

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

  • 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.

  • Design and plan layout of equipment.

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

  • 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.

  • 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.

  • 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.

  • Monitor and analyze data from processes and experiments.

Technologies & Software

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