
10 Jobs That Will Exist Because of the AI Hardware Revolution
In this video, we dive into 10 high-growth careers created by the AI hardware boom: chiplet packaging, HBM memory, photonics, datacenter cooling, grid interconnection, edge-AI optimization, and more. These are the roles quietly powering LLMs, robotics, AI laptops, and next-gen data-centres.
If you’re building in AI and need a network that’s fast, reliable, and built for massive workloads →
? https://meter.com/tiffintech
If you’re a developer, engineer, student, or someone exploring future tech careers, this breakdown will give you a real roadmap of where the industry is heading and how to position yourself now.
We’ll cover:
? Why the biggest shift in AI isn’t software.. it’s silicon
? The rise of advanced packaging (chiplets, CoWoS, UCIe)
? HBM memory and 3D stacking jobs
? Datacentre cooling, thermal engineering & immersion systems
? Power grid interconnection for AI data-centres
? Optical & photonics interconnect roles
? Edge-AI jobs rooted in NPUs, quantization & compiler optimization
? Sustainability roles: water usage, heat reuse, site strategy
? Real-world deployment: power, cooling, mechanical/electrical integration
? How ANY background (software, hardware, infra, sustainability) can enter the space
Chapters
00:00 Introduction: The Hidden AI Jobs
00:05 The AI Hardware Revolution
00:43 The Importance of Network Infrastructure
02:13 The Biggest Shift in AI: Hardware
03:10 Zone 1: Chips and Packaging
04:22 Zone 2: Infrastructure and Power
06:04 Zone 3: Edge and Deployment
09:11 The Future of AI Jobs
09:52 The Foundation of AI: Hardware
10:20 Conclusion and Final Thoughts
If you’re building in AI and need a network that’s fast, reliable, and built for massive workloads →
? https://meter.com/tiffintech
If you’re a developer, engineer, student, or someone exploring future tech careers, this breakdown will give you a real roadmap of where the industry is heading and how to position yourself now.
We’ll cover:
? Why the biggest shift in AI isn’t software.. it’s silicon
? The rise of advanced packaging (chiplets, CoWoS, UCIe)
? HBM memory and 3D stacking jobs
? Datacentre cooling, thermal engineering & immersion systems
? Power grid interconnection for AI data-centres
? Optical & photonics interconnect roles
? Edge-AI jobs rooted in NPUs, quantization & compiler optimization
? Sustainability roles: water usage, heat reuse, site strategy
? Real-world deployment: power, cooling, mechanical/electrical integration
? How ANY background (software, hardware, infra, sustainability) can enter the space
Chapters
00:00 Introduction: The Hidden AI Jobs
00:05 The AI Hardware Revolution
00:43 The Importance of Network Infrastructure
02:13 The Biggest Shift in AI: Hardware
03:10 Zone 1: Chips and Packaging
04:22 Zone 2: Infrastructure and Power
06:04 Zone 3: Edge and Deployment
09:11 The Future of AI Jobs
09:52 The Foundation of AI: Hardware
10:20 Conclusion and Final Thoughts
Tiff In Tech
Tiffany is a software developer who started her career in the modeling & fashion industry. Tech can be very overwhelming for many at first as she experienced first hand entering into the industry. Tiff saw a gap to help ease people into what tech has to ...