Job Description Preferred Qualifications Hands-on experience building or optimizing LLM-backed experiences, including content designed for grounded inference and citation-ready answers. Experience with neural networks, neural machine translation, or modern NLP architectures. Experience with relevance feedback loops, evaluation harnesses, and model quality monitoring in production settings. Background creating enterprise-grade knowledge bases, content hubs, or search/retrieval systems. Familiar