Data Scientist, Applied AI & Insights
Core
Design and orchestrate AI agents and multi-agent workflows to support Apple's Sales organization in China with business decision-making, Q&A, research, and automation.
Role type
Senior IC applied AI engineer (agent orchestration)
Builds
Scalable AI-enabled analytical solutions, agent-based workflows, and internal tools for the Sales team
Domain
Retail sales + Generative AI / Multi-agent systems
Deliverable
production ML models
Required skills
Python, SQL, LLM applications, RAG, AI agent design, multi-agent orchestration, business problem structuring
Preferred skills
Agent planning and routing, tool use, memory management, causal inference, experimentation, forecasting, optimization
Technologies
Python, SQL, LLMs, RAG
Responsibilities
Partner with stakeholders to identify opportunities for data and AI; Translate ambiguous business questions into structured agent workflows; Design and orchestrate AI agents for tasks like Q&A and automation; Define multi-agent interactions including task decomposition and validation; Convert recurring processes into reusable analytics products; Use applied AI techniques to diagnose business issues; Prototype and productionize solutions with engineering and product teams.
Seniority
Senior, hands-on IC
