The role involves building and shipping multi-agent workflows, writing bilingual system prompts, and owning the architecture of complex, multi-step AI pipelines from scratch for real customers. Responsibilities include pairing on existing workflows initially, then independently designing new agents, owning prompt performance, and implementing document processing capabilities.