How a materials engineer can use AI, task by task

I work as a materials engineer. Part of my job is to review new product plans, and make recommendations for material selection, based on design objectives such as strength, weight, heat resistance, electrical conductivity, and cost.

Context: We use Microsoft Visio; the work draws on engineering and technology, physics and chemistry.
Process: [describe]
Data: [results]

Write a recommendation with evidence. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as a materials engineer. Part of my job is to evaluate technical specifications and economic factors relating to process or product design objectives.

Context: We use Microsoft SharePoint and The MathWorks MATLAB; the work draws on engineering and technology, physics and chemistry.
Data: [surveys, traffic, reports]
Design: [plan]

Assess impacts and needed changes. Make a table: requirement, met / not met / unclear, and the exact evidence.

I work as a materials engineer. Part of my job is to analyze product failure data and laboratory test results to determine causes of problems and develop solutions.

Context: We use The MathWorks MATLAB and Minitab; the work draws on engineering and technology, physics and chemistry.
Product or system: [describe]
Failure data: [paste test results, returns, field data]

Analyze failure modes, rates and likely causes; suggest tests and design changes. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a materials engineer. Part of my job is to plan and evaluate new projects, consulting with other engineers and corporate executives, as necessary.

Context: We use Microsoft SharePoint and The MathWorks MATLAB; the work draws on engineering and technology, physics and chemistry.
Plan or spec: [describe]
Concerns: [environmental, technical]

List implications and questions. Make a table: requirement, met / not met / unclear, and the exact evidence.

I work as a materials engineer. Part of my job is to perform managerial functions, such as preparing proposals and budgets, analyzing labor costs, and writing reports.

Context: We use The MathWorks MATLAB and Minitab; the work draws on engineering and technology, physics and chemistry.
Project: [describe]
Cost items: [labour, materials, equipment]

Build a budget with contingency and formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a materials engineer. Part of my job is to determine appropriate methods for fabricating and joining materials.

Context: We use SAP software and Microsoft Excel; the work draws on engineering and technology, physics and chemistry.
Operation: [process, integration, production]
Constraints: [equipment, cost, safety]

Compare methods and recommend an arrangement with steps. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

I work as a materials engineer. Part of my job is to monitor material performance, and evaluate its deterioration.

Context: We use The MathWorks MATLAB and Minitab; the work draws on engineering and technology, physics and chemistry.
Operation: [plant, mine, line]
Data: [paste production rates or performance data]

Show trends, losses and their likely causes, and 3 improvements with estimated impact. Include formulas. Show your working step by step and give spreadsheet formulas so I can reproduce the numbers.

I work as a materials engineer. Part of my job is to replicate the characteristics of materials and their components, using computers.

Context: We use The MathWorks MATLAB and Minitab; the work draws on engineering and technology, physics and chemistry.
Design or system: [describe]
Inputs and physics: [loads, flows, behaviours]

Propose a model, its assumptions and equations, and starter code or spreadsheet formulas, then a way to validate it.

I work as a materials engineer. Part of my job is to conduct training sessions on new material products, applications, or manufacturing methods for customers and their employees.

Context: We use Microsoft PowerPoint and Stereolithography SLA rapid prototyping systems; the work draws on engineering and technology, physics and chemistry.
Procedure: [describe]
Trainees: [describe]

Plan training with demonstration, practice and sign-off criteria. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

I work as a materials engineer. Part of my job is to teach in colleges and universities.

Context: We use Microsoft PowerPoint; the work draws on engineering and technology, physics and chemistry.
Course and topic: [describe]
Students: [level]

Plan a lecture with key concepts, a real-world case, discussion questions and a quick quiz. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

I work as a materials engineer. Part of my job is to write for technical magazines, journals, and trade association publications.

Context: We use Graphics software and Autodesk AutoCAD; the work draws on engineering and technology, physics and chemistry.
Topic: [my area of expertise]
Publication and readers: [trade journal, newspaper, brochure]

Give me 10 angles, then outline the best 2 with headings and key points. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a materials engineer. Part of my job is to present technical information at conferences.

Context: The work draws on engineering and technology, physics and chemistry.
Audience: [management, clients, meeting]
Results: [paste key findings and numbers]

Turn this into a short presentation: headline message, 3 key charts to make, plain-language explanations, and likely questions with answers.

I work as a materials engineer. Part of my job is to design processing plants and equipment.

Context: We use Graphics software and Autodesk AutoCAD; the work draws on engineering and technology, physics and chemistry.
Process: [food plant, chemical]
Requirements: [capacity, safety]

Generate layout and equipment options. Give 10 quite different options from safe to bold, then develop the best 2.