Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.

“Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.” is a core task performed by Nanotechnology Engineering Technologists and Technicians. Among the occupation's 25 rated tasks, workers place it 7th by importance (#19 most important). About 70% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Develop research plans or methodologies. in Thinking Creatively

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E1. Direct exposure — a language model could plausibly cut the time to do this task by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 1.00. Automation potential label: T1.

Other tasks in this occupation

• Produce images or measurements, using tools or techniques such as atomic force microscopy, scanning electron microscopy, optical microscopy, particle size analysis, or zeta potential analysis. · importance 4.4
• Maintain accurate record or batch-record documentation of nanoproduction. · importance 4.4
• Calibrate nanotechnology equipment, such as weighing, testing, or production equipment. · importance 4.3
• Maintain work area according to cleanroom or other processing standards. · importance 4.2
• Repair nanotechnology processing or testing equipment or submit work orders for equipment repair. · importance 4.1
• Collaborate with scientists or engineers to design or conduct experiments for the development of nanotechnology materials, components, devices, or systems. · importance 4.1
• Assist nanoscientists or engineers in processing or characterizing materials according to physical or chemical properties. · importance 4.1
• Operate nanotechnology compounding, testing, processing, or production equipment in accordance with appropriate standard operating procedures, good manufacturing practices, hazardous material restrictions, or health and safety requirements. · importance 4.0
• Monitor equipment during operation to ensure adherence to specifications for characteristics such as pressure, temperature, or flow. · importance 4.0
• Monitor hazardous waste cleanup procedures to ensure proper application of nanocomposites or accomplishment of objectives. · importance 4.0
• Measure or mix chemicals or compounds in accordance with detailed instructions or formulas. · importance 3.9
• Inspect or measure thin films of carbon nanotubes, polymers, or inorganic coatings, using a variety of techniques or analytical tools. · importance 3.8
• Prepare capability data, training materials, or other documentation for transfer of processes to production. · importance 3.7
• Collect or compile nanotechnology research or engineering data. · importance 3.7

See all tasks on the Nanotechnology Engineering Technologists and Technicians page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-22058,
  title  = {Develop or modify wet chemical or industrial laboratory experimental techniques for nanoscale use.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-22058}
}