Full-Stack Data Scientist / ML Engineer

A fast-growing consumer products company in Los Angeles, CA is seeking a Full-Stack Data Scientist / ML Engineer to own internal data infrastructure, AI automation, knowledge systems, and workflow optimization. This role will continue and expand the work of our current AI/data lead and will have direct impact across operations, sales, customer support, and product development.
This is a high-visibility, high-autonomy position reporting directly to the CEO.
What You’ll Do
AI & Automation (Primary Focus)
Build and maintain internal AI agents that support quoting, product lookup, workflow automation, and exception handling.
Develop NLP systems to automatically parse customer inquiries , classify account types, and identify action routing.
Maintain and grow an internal LLM-powered knowledge base that captures business rules, supplier constraints, SKU attributes, and operational exceptions.
Data Engineering & ETL Pipelines
Design and own production-grade ETL...