Beginner Track · Module 3

AI's Impact on Careers

Which roles are changing, which are growing, the career decision framework, and how to future-proof your work.

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5 Sections

How AI Is Changing Work

Understand how AI is transforming the nature of work — which tasks are being automated, which roles are resilient, and why augmentation is the most likely outcome for most workers.

9 min read

Roles Most Affected by AI

A detailed look at which roles face the highest automation risk, which are being augmented, and which new roles are growing because of AI.

10 min read

Career Decision Framework

A practical framework for evaluating your own role's AI exposure and making strategic career decisions — including the T-shaped professional model and a 2x2 automation risk matrix.

9 min read

Skills That Will Remain Valuable

Understand which human capabilities AI cannot easily replicate — and how to intentionally develop them as your most durable professional assets.

9 min read

How to Future-Proof Your Career

Eight concrete, actionable strategies for building a career that thrives alongside AI — not despite it — including portfolio development, network building, and the deliberate cultivation of AI-resilient skills.

10 min read

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