Data Scientist, Knowledge Management
Core
Data-driven problem solver optimizing eCommerce product discovery through taxonomy, ontology, and catalog data analysis using SQL, Python, and LLMs.
Role type
Senior IC data scientist (knowledge management & AI evaluation)
Builds
Next-gen search, recommendations, and AI-driven product discovery experiences
Domain
eCommerce, AI/ML, Knowledge Graphs
Deliverable
production ML models | product features
Required skills
SQL, Python, data wrangling, taxonomy/ontology structuring, LLM prompt engineering, model evaluation frameworks, data storytelling
Preferred skills
Retrieval-augmented generation (RAG), entity resolution, knowledge graph development
Technologies
SQL, Python, LLMs, RAG
Responsibilities
Analyze and optimize eCommerce product data for search and discovery improvements; Leverage LLMs for taxonomy validation, data enrichment, and classification; Evaluate and improve AI/ML models for embeddings and semantic search; Drive insights and strategy for catalog optimization and knowledge graph development; Integrate with AI/ML teams to refine classification and recommendation models; Prototype and experiment to validate structured data strategies.
Seniority
Senior, hands-on IC
