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Federated Learning Engineer
Trains AI models across devices without ever centralising the data
£65k–£120k Privacy-driven
What it involves
Implements distributed training techniques where models learn from data held locally on phones or hospital servers — never moving the raw data to a central location.
Skills & knowledge needed
Federated learning frameworksPrivacy-preserving MLDistributed systemsPythonCryptography basics
Why it's emerging now
Healthcare, finance and telecoms can't centralise sensitive data — federated learning makes training possible.
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