Chemical Engineers

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

• AI can speed this up on its own: 1 (8%)
• AI can speed this up with extra software: 10 (77%)
• Little or no AI speed-up: 2 (15%)

• Develop processes to separate components of liquids or gases or generate electrical currents, using controlled chemical processes.AI can speed this up on its own · core task
• Monitor and analyze data from processes and experiments.AI can speed this up with extra software · core task
• Develop safety procedures to be employed by workers operating equipment or working in close proximity to ongoing chemical reactions.AI can speed this up with extra software · core task · Seen in real AI use
• Troubleshoot problems with chemical manufacturing processes.AI can speed this up with extra software · core task
• Evaluate chemical equipment and processes to identify ways to optimize performance or to ensure compliance with safety and environmental regulations.AI can speed this up with extra software · core task
• Conduct research to develop new and improved chemical manufacturing processes.AI can speed this up with extra software · core task
• Prepare estimate of production costs and production progress reports for management.AI can speed this up with extra software · core task
• Design measurement and control systems for chemical plants based on data collected in laboratory experiments and in pilot plant operations.AI can speed this up with extra software · core task
• Determine most effective arrangement of operations such as mixing, crushing, heat transfer, distillation, and drying.AI can speed this up with extra software · core task
• 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.AI can speed this up with extra software · core task
• Design and plan layout of equipment.AI can speed this up with extra software · core task
• Perform laboratory studies of steps in manufacture of new products and test proposed processes in small-scale operation, such as a pilot plant.Little or no AI speed-up · core task
• Direct activities of workers who operate or are engaged in constructing and improving absorption, evaporation, or electromagnetic equipment.Little or no AI speed-up · core task