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Machine Learning model development involves contributions from many people. It's hard to provide an an exact static number, as the Verity team continually runs multiple data collection and data labeling jobs at any given time, each with differing requirements. In terms of model development and QA, we have a full-time in-house team of data scientists with specializations in computer vision (image sciences) and natural language processing (linguistics). With regard to data collection and annotation, we leverage both a dedicated in-house team and a globally distributed flexible workforce of human annotators who implement our data labeling practices.