Tech Hiring in 2023: Trends, Predictions & Strategies for Success | Datapeople's Maryam Jahanshahi
Dev Interrupted
00:00
Machine Learning and Product Innovation
We use language models in a couple of different ways to extract entities. We've been training that, for instance, to pull out salaries from job descriptions. The other area where we use machine learning is, you know, we extract a lot of features. Our features are not unsupervised so we do have some supervision because we think that things like title inflation are really subtleThings that make sense to a human that are hard to do that. But what we then do is throw it all into a model and sort of say, okay, what are the things that are like most correlating with success in this process? What are trends that we're seeing, which I think has been a fascinating
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