Ranks candidate fields by access frequency.
What LinkedIn SQL Bot Field Ranker runs on.
Documents the field-ranking stage of LinkedIn SQL Bot: a second LLM re-ranker selects fields from the ranked tables, ordered by access frequency. Source: LinkedIn Engineering Blog, 2024-12-09.
Performance is measured where the work happens — at the team level. LinkedIn SQL Bot Field Ranker runs inside 🔗 LinkedIn SQL Bot, whose windowed metrics are the honest unit of account.
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