Implement design or process improvements.

Implement design or process improvements. is a detailed work activity in O*NET — a concrete unit of work shared across 10 occupations and seen in 14 occupation-specific tasks. It rolls up into the broader work activity Implement procedures or processes. in Making Decisions and Solving Problems .

Detailed work activities are the most granular shared layer in O*NET's work-activity hierarchy (Generalized → Intermediate → Detailed → occupation-specific task). The figures below describe how this activity shows up across the economy and what independent studies measure about AI and this kind of work — not a prediction that the work will be automated.

AI exposure

Of the 14 tasks under this activity that the OpenAI / Eloundou “GPTs are GPTs” study rated, 13 (93%) are flagged as directly exposed to language models (E1) or exposed via model-powered tools (E2).

Exposure estimates overlap with model capabilities — whether a model could speed the task up — not whether the work will be done by software. Observed AI use is augmentation and assistance today, not jobs replaced.

Member tasks

Occupation-specific tasks O*NET maps to this detailed work activity, most important first.

• Identify opportunities or implement changes to improve manufacturing processes or products or to reduce costs, using knowledge of fabrication processes, tooling and production equipment, assembly methods, quality control standards, or product design, materials and parts. · Manufacturing Engineers · importance 4.2 · exposure with tools
• Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations. · Mechanical Engineers · importance 4.2 · exposure with tools
• Plan and modify product configurations to meet customer needs. · Sales Engineers · importance 4.0 · exposure with tools
• Plan or implement fuel cell cost reduction or product improvement projects in collaboration with other engineers, suppliers, support personnel, or customers. · Fuel Cell Engineers · importance 4.0 · exposure with tools
• Implement or test design solutions. · Mechatronics Engineers · importance 3.8 · no direct exposure
• Develop or implement operating methods or procedures. · Automotive Engineers · importance 3.7 · exposure with tools
• Implement new or enhanced methods or processes for the processing, testing, or manufacture of nanotechnology materials or products. · Nanotechnology Engineering Technologists and Technicians · importance 3.4 · exposure with tools
• Implement methods and procedures for disposition of discrepant material and defective or damaged parts, and assess cost and responsibility. · Industrial Engineers · importance 3.4 · exposure with tools
• Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites. · Civil Engineers · importance 2.9 · exposure with tools
• Assist engineers to implement electromechanical designs in industrial or other settings. · Electro-Mechanical and Mechatronics Technologists and Technicians · exposure with tools
• Develop new visual design concepts and modify concepts based on stakeholder feedback. · Web and Digital Interface Designers · exposure with tools
• Develop or implement programs to address problems related to production, materials, safety, or quality. · Industrial Engineering Technologists and Technicians · exposure with tools
• Make decisions that balance the perspectives of private citizens, public officials, and party leaders. · Legislators · exposure with tools
• Optimize operational costs and productivity consistent with safety and environmental rules and regulations. · Industrial Production Managers · exposure with tools

Occupations that perform this

• Manufacturing Engineers
• Mechanical Engineers
• Sales Engineers
• Mechatronics Engineers
• Nanotechnology Engineering Technologists and Technicians
• Civil Engineers
• Legislators
• Industrial Production Managers
• Web and Digital Interface Designers
• Electro-Mechanical and Mechatronics Technologists and Technicians

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-implement-design-or-process-improvements,
  title  = {Implement design or process improvements.},
  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/detailed-activities/implement-design-or-process-improvements}
}