As an AI Engineer, you’ll:

• Develop and deploy robust, scalable AI/ML algorithms for cutting‑edge IP applications
• Design, implement, and iterate on multi‑step LLM pipelines for patent claim analysis, infringement detection, and prior art search, including the model selection, prompt architecture, and structured output contracts that define product quality
• Build and maintain a rigorous evals framework: define success metrics per pipeline stage, curate golden datasets from real IP cases, and run continuous regression testing to catch degradation before users do
• Develop retrieval systems (vector search, BM25 hybrids, re‑ranking) optimized for patent corpus characteristics, long documents, technical claim language, biological sequence identifiers
• Architect and ship agentic workflows within our Agent layer, coordinating tool use, memory, and multi‑turn reasoning over complex IP research tasks
• ...