How an automotive engineer can use AI, task by task

I work as an automotive engineer. Part of my job is to provide technical direction to other engineers or engineering support personnel.

Context: The work draws on physics, engineering and technology and mechanical.
Topic: [security products, techniques]
Audience: [users, colleagues]

Explain step by step with examples. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

I work as an automotive engineer. Part of my job is to perform failure, variation, or root cause analyses.

Context: We use The MathWorks MATLAB and MathWorks Simulink; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to design or analyze automobile systems in areas such as aerodynamics, alternate fuels, ergonomics, hybrid power, brakes, transmissions, steering, calibration, safety, or diagnostics.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to prepare or present technical or project status reports.

Context: We use Microsoft Word.
Operation: [production, claims, systems]
Data: [paste figures]

Draft a report with highlights, issues and actions. Show calculations. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as an automotive engineer. Part of my job is to coordinate production activities with other functional units, such as procurement, maintenance, or quality control.

Who: [suppliers, clients, departments]
Work: [schedules, findings]

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

I work as an automotive engineer. Part of my job is to develop or implement operating methods or procedures.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on physics, engineering and technology and mechanical.
Process: [lab to production, separation]
Requirements: [scale, quality]

Plan development steps and validation. 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 an automotive engineer. Part of my job is to alter or modify designs to obtain specified functional or operational performance.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to establish production or quality control standards.

Context: We use Microsoft Word.
Operation: [survey, photography]
Requirements: [accuracy]

Draft criteria and specs. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as an automotive engineer. Part of my job is to read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of new automotive technology or competitive products.

Context: The work draws on physics, engineering and technology and mechanical.
Field: [data science, landscape design, engineering]
Topics: [new methods, products, trends]

Explain the key developments in 5 short sections with examples, quiz me, and list sources to read. I'll verify sources exist.

I work as an automotive engineer. Part of my job is to develop or integrate control feature requirements.

Context: We use Microsoft Word.
Product or source: [describe]
Requirements: [performance, standards]

Draft design criteria with rationale and test methods. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as an automotive engineer. Part of my job is to conduct automotive design reviews.

Context: We use The MathWorks MATLAB and MathWorks Simulink; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to build models for algorithm or control feature verification testing.

Context: We use The MathWorks MATLAB and MathWorks Simulink; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to develop engineering specifications or cost estimates for automotive design concepts.

Context: We use Microsoft Word.
Product or source: [describe]
Requirements: [performance, standards]

Draft design criteria with rationale and test methods. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as an automotive engineer. Part of my job is to design control systems or algorithms for purposes such as automotive energy management, emissions management, or increased operational safety or performance.

Context: We use Adobe Photoshop and Autodesk AutoCAD; the work draws on physics, engineering and technology and mechanical.
System: [plant process, vehicle subsystem, machine]
Goals and measurements: [what to control, sensors available]

Propose control strategies (loops, logic, setpoints) with trade-offs and a test plan. Give 10 quite different options from safe to bold, then develop the best 2.

I work as an automotive engineer. Part of my job is to develop calibration methodologies, test methodologies, or tools.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on physics, engineering and technology and mechanical.
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 an automotive engineer. Part of my job is to create design alternatives for vehicle components, such as camless or dual-clutch engines or alternative air-conditioning systems, to increase fuel efficiency.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on physics, engineering and technology and mechanical.
Component: [drive, engine, transmission]
Goals: [efficiency, emissions, cost]

Generate design alternatives with trade-offs. 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 an automotive engineer. Part of my job is to develop specifications for vehicles powered by alternative fuels or alternative power methods.

Context: We use Microsoft Word.
Product or source: [describe]
Requirements: [performance, standards]

Draft design criteria with rationale and test methods. Use plain language and headings where they help, and mark anything you had to guess with [CHECK].

I work as an automotive engineer. Part of my job is to design vehicles that use lighter materials, such as aluminum, magnesium alloy, or plastic, to improve fuel efficiency.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on physics, engineering and technology and mechanical.
Component: [drive, engine, transmission]
Goals: [efficiency, emissions, cost]

Generate design alternatives with trade-offs. 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 an automotive engineer. Part of my job is to design vehicles for increased recyclability or use of natural, renewable, or recycled materials in vehicle construction.

Context: We use Microsoft Project and Atlassian JIRA; the work draws on physics, engineering and technology and mechanical.
Component: [drive, engine, transmission]
Goals: [efficiency, emissions, cost]

Generate design alternatives with trade-offs. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.