What Does a Career in Artificial Intelligence Involve?
AI work is not the same in every role. Before choosing a learning path, it helps to understand what the work actually involves in different positions.
The 3 types of AI work
There are broadly three types of AI work in the current job market:
- Building custom solutions: Developers and researchers who create new AI models from the ground up. Examples include training a model to detect early signs of sepsis from patient vitals or building a computer vision system for manufacturing quality control. This requires the deepest technical background.
- Integrating AI features: Programmers and product teams adding AI capabilities to existing software, like embedding Gemini into Google Workspace, or adding a recommendation engine to an…
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