Data, AI & Machine Learning
Extracting decisions from data, and building systems that learn. Genuinely growing, and genuinely oversold — the gap between the two is worth understanding before you commit.
4 areas3 career pages written
Data Engineering
Building the pipelines everything else depends on. Less glamorous, more hireable.
1 careerData Science & Analytics
Analysis and modelling that informs business or scientific decisions.
1 careerMachine Learning Engineering
Training, deploying and maintaining models in production.
1 careerAI Research
Advancing the methods themselves. Very small, very competitive, usually doctoral.
not yet written
Sideways from here
The neighbouring fields. Most people who end up happy in one of these arrived from somewhere else entirely.
- Medicine & Clinical Care
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