Machine Learning Engineer - Generative AI & Agents
Core
Design, orchestrate, and deploy robust AI agent architectures and multi-agent systems to automate complex business workflows and analytics for Apple's Channel Sales team in Greater China.
Role type
Senior IC Machine Learning Engineer (Generative AI & Agents)
Builds
Scalable agentic AI solutions, agent evaluation harnesses, and real-time GenAI applications for sales analytics.
Domain
Retail / Sales Analytics / Generative AI
Deliverable
production ML models
Required skills
Large Language Models (LLMs), prompt engineering, autonomous agent orchestration, LLM Ops, system design, Python, SQL, vector databases, time series forecasting, anomaly detection, NLP
Preferred skills
Advanced reasoning paradigms (ReAct, CoT, ToT), business insight extraction, novel feature engineering, Mandarin Chinese (fluent)
Technologies
LangChain, LlamaIndex, AutoGen, Semantic Kernel, RAG, APIs
Responsibilities
Architect AI Agents and multi-agent systems; Develop Agent Harnesses & Evaluation Pipelines; Collaborate with cross-functional teams to transform business challenges; Build Robust Systems with state management and safety guardrails; Explore & Evolve LLM advancements and agentic frameworks; Communicate Insights to business stakeholders and executives.
Seniority
Senior, hands-on IC
