Mapping which roles are shrinking, which are growing, and why

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Module 2 examines the AI economy through the lens of individual careers and skill development. Learners will explore which occupations are most and least exposed to AI displacement, what skills are in growing demand, and how to build a career adaptation strategy. This module moves from macroeconomics to personal and professional action.

Topics in this module

Free trial available: Module 1, Topic 1 — The Scale and Speed of AI-Driven Economic Change

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AI for Marketing and Customer Acquisition Using AI to create content, run campaigns, and attract customers at a fraction of the traditional cost

At-Risk and Growing Roles in the AI Era Which occupations face the most AI displacement pressure, which are resilient, and what the occupational data actually shows

AI for Customer Service and Sales Using AI to respond faster, convert more customers, and deliver better service at scale

Skills for the AI Era The specific skills that grow in value in an AI-shaped economy — both technical AI fluency and the human skills that AI makes more valuable

Model Pricing, Context Windows, and Rate Limits The business-relevant technical specs: what you pay, how much fits, and how fast you can go

Career Adaptation in an AI-Transformed Economy A practical framework for auditing your current role exposure, identifying adaptation moves, and building a 90-day learning approach

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