Local Intent Data Mining Specialist

📋 Description Build query-understanding, user-intent classification, and semantic-search models for local consumer demand. Design and grow intent taxonomies and interest graphs over local categories and merchants. Ship LLM-powered features into production for search and recommendations at consumer scale. Work with embeddings, retrieval, and NLU to connect messy consumer language to local supply. Define metrics and run experiments that tie intent quality to downstream conversion. 🎯 Requirements 5+ years as an Applied Scientist or ML Engineer on query understanding, intent, semantic search, or NLU. Production experience shipping models that serve real users — not offline. Hands-on with embeddings, semantic search, intent classification, taxonomy, or interest-graph construction. Experience bringing LLMs into production systems. Comfort working at consumer-internet data scale.