Hive Data

Hiring quality verdict.

Hive Data (operating under the Hive umbrella alongside Hive Moderation) runs a distributed annotation workforce for computer vision, NLP, and multimodal training datasets. The platform has matured from image classification into LLM training data and RLHF tasks as frontier labs expanded their outsourcing footprint. Internal compensation is mid-tier for the annotation sector; career mobility into AI research roles is limited but improving as the company hires more senior ML staff to manage quality at scale.