Building the AI Talent Infrastructure of Tomorrow
By Aiman JoeHanz
Length4h 32m
About this audiobook
AI is advancing faster than the workforce that runs it, and bidding wars for the same scarce practitioners are quietly bankrupting everyone's talent strategy. This guide shows organizations how to stop buying capability and start manufacturing it: internal academies that convert adjacent professionals into practitioners, competency frameworks that replace pedigree with evidence, cultivation sourcing, retention built on visible growth, and the measurement and culture that keep it all honest. A systems-engineering blueprint for the decade's most strategic bottleneck.
Audiobook details
GenreEducation and Learning
Length4 hrs 32 mins
Narrated byListen with 1,000+ voices
FormateBook with Audio
Publish dateSep 20, 2026
LanguageEnglish
Table of contents
1Title Page
2Introduction
3Chapter 1: The Structural Shortage — Why the AI Talent Gap Is Different
4Chapter 2: Why Hiring Alone Cannot Close the Gap
5Chapter 3: The True Cost of Talent Fragility
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6Chapter 4: Thinking Like an Infrastructure Engineer — Foundations of Talent Systems
7Chapter 5: The Learning Pipeline — Academies, Curriculum, and Conversion
8Chapter 6: Skills Architecture — Roles, Ladders, and Competency Frameworks
9Chapter 7: Sourcing and Cultivation — Building the Intake System
10Chapter 8: Retention and Growth — Keeping the System Charged
11Chapter 9: Measurement, Forecasting, and Governance
12Chapter 10: The Continuous Learning Culture
13Frequently Asked Questions
14Glossary
15Copyright
16About the Author
17About this Series
18Connect
Series
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