Data Scientist - Conversational AI
Core
Data Scientist shaping data strategy and building AI dashboards for Ford's next-generation conversational AI digital assistant.
Role type
Senior IC Data Scientist (Product Analytics & Applied ML)
Builds
AI Digital Assistant for mobile and In-Vehicle Infotainment systems
Domain
Automotive / Conversational AI / Product Analytics
Deliverable
production ML models | dashboards & analysis
Required skills
Python, SQL, NLP, A/B testing, Looker, PowerBI, GCP, clustering, categorization, sentiment analysis
Preferred skills
Amplitude, dbt, LLM evaluation techniques, behavioral analytics
Technologies
Python, R, Google Cloud Platform (BigQuery), Looker, PowerBI, Git, GitHub
Responsibilities
Categorize and cluster raw user utterances using NLP and ML; Design and analyze A/B tests for AI response evaluation; Structure and sanitize multi-source data in GCP; Define conversational metrics and challenge product assumptions; Build executive dashboards for self-service analytics; Standardize mobile data against in-vehicle data contracts
Seniority
Senior, hands-on IC