How a microsystems engineer can use AI, task by task

I work as a microsystems engineer. Part of my job is to investigate characteristics such as cost, performance, or process capability of potential microelectromechanical systems (MEMS) device designs, using simulation or modeling software.

Context: We use Simulation software and The MathWorks MATLAB; the work draws on engineering and technology, physics and design.
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 microsystems engineer. Part of my job is to refine final microelectromechanical systems (MEMS) design to optimize design for target dimensions, physical tolerances, or processing constraints.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
Device: [MEMS, nano-enabled product]
Goals: [performance, toxicity, energy]

Suggest design options and validation tests. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to plan or schedule engineering research or development projects involving microelectromechanical systems (MEMS) technology.

Context: We use Microsoft Project and SAP software; the work draws on engineering and technology, physics and design.
Question: [what to test]
Resources: [equipment, samples, time]

Draft a protocol with design, controls, measurements and analysis. 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 microsystems engineer. Part of my job is to consider environmental issues when proposing product designs involving microelectromechanical systems (MEMS) technology.

Context: We use The MathWorks MATLAB and SAS; the work draws on engineering and technology, physics and design.
Project: [type, size, location]
Sensitive features: [water, habitat, neighbours, heritage]

List potential impacts by phase, studies or permits likely needed, mitigation options, and data to gather first.

I work as a microsystems engineer. Part of my job is to design or develop energy products using nanomaterials or nanoprocesses, such as micro-nano machining.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
System: [reactor component, nano device]
Requirements: [describe]

Generate design concepts. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to design or develop industrial air quality microsystems, such as carbon dioxide fixing devices.

Context: We use Microsoft Project and SAP software; the work draws on engineering and technology, physics and design.
Source: [process, waste, air]
Targets: [limits]

Suggest control technologies with pros, cons and costs. 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 microsystems engineer. Part of my job is to design or develop sensors to reduce the energy or resource requirements to operate appliances, such as washing machines or dishwashing machines.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to design sensors or switches that require little or no power to operate for environmental monitoring or industrial metering applications.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
Device: [sensor, recorder, hardware]
Requirements: [accuracy, power, interfaces]

Generate architecture options with components to evaluate. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to create schematics and physical layouts of integrated microelectromechanical systems (MEMS) components or packaged assemblies consistent with process, functional, or package constraints.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
Part or assembly: [describe]
Requirements: [loads, materials]

Outline CAD models, drawings and documentation. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to evaluate materials, fabrication methods, joining methods, surface treatments, or packaging to ensure acceptable processing, performance, cost, sustainability, or availability.

Context: We use The MathWorks MATLAB and SAS; the work draws on engineering and technology, physics and design.
Process: [product or operation, current steps]
Goal: [efficiency, quality, safety]

Suggest what to measure, experiments or studies to run, likely bottlenecks, and relevant engineering principles or references.

I work as a microsystems engineer. Part of my job is to conduct analyses addressing issues such as failure, reliability, or yield improvement.

Context: We use The MathWorks MATLAB and SAS; the work draws on engineering and technology, physics and design.
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 microsystems engineer. Part of my job is to communicate operating characteristics or performance experience to other engineers or designers for training or new product development purposes.

Context: We use Python and C++.
Project: [building, landscape]
Partners: [architects, estimators]

Draft coordination points and questions. Keep it under 150 words with a clear ask, plus a 2-sentence version for chat.

I work as a microsystems engineer. Part of my job is to demonstrate miniaturized systems that contain components, such as microsensors, microactuators, or integrated electronic circuits, fabricated on silicon or silicon carbide wafers.

Context: We use Microsoft PowerPoint; the work draws on engineering and technology, physics and design.
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 microsystems engineer. Part of my job is to devise microelectromechanical systems (MEMS) production methods, such as integrated circuit fabrication, lithographic electroform modeling, or micromachining.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
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.

I work as a microsystems engineer. Part of my job is to develop or implement microelectromechanical systems (MEMS) processing tools, fixtures, gages, dies, molds, or trays.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
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.

I work as a microsystems engineer. Part of my job is to identify, procure, or develop test equipment, instrumentation, or facilities for characterization of microelectromechanical systems (MEMS) applications.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on engineering and technology, physics and design.
System: [aerospace, marine, machinery]
Requirements: [performance, space, weight]

Generate design concepts and trade-off table. Give 10 quite different options from safe to bold, then develop the best 2.

I work as a microsystems engineer. Part of my job is to develop or validate product-specific test protocols, acceptance thresholds, or inspection tools for quality control testing or performance measurement.

Context: We use Microsoft Project and SAP software; the work draws on engineering and technology, physics and design.
Question: [what to test]
Resources: [equipment, samples, time]

Draft a protocol with design, controls, measurements and analysis. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.