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AI-Assisted Engineering and Education Survey

When AI can generate the code, what must engineers still understand?

I am exploring how AI-assisted development is changing engineering education, technical interviews, and professional work. This survey takes approximately 5 minutes.

The form does not ask for your name, email address, employer, or school. Please do not include names, confidential information, proprietary code, customer information, or details that could identify you or another person.

Responses will be reviewed in aggregate to evaluate the need for a small pilot workshop and improve its design.

I understand that I should not include identifying, confidential, or proprietary information.

Yes

Section 1 — About your perspective

1. Which perspective are you responding from?

Current CS, software, or engineering student

Recent graduate or current job seeker

Early-career engineer

Mid-career or senior engineer

Engineering manager

Technical interviewer or hiring manager

Instructor or educator

Career changer learning programming or engineering

Other broad category

2. How often do you currently use generative AI for programming or technical work?

Daily or almost daily

Several times per week

Several times per month

Occasionally

Never

I evaluate AI-assisted work but do not regularly use AI myself

3. For which activities do you use or encounter AI?

Generating code

Explaining code or technical concepts

Debugging

Writing tests

Designing software or system architecture

Documentation

Learning a new language, framework, or technology

Preparing for interviews

Reviewing work produced by other people

Teaching or designing assignments

I do not currently use AI for technical work

Other