Found Description
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
Develop data classification techniques and pos...
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
Develop data classification techniques and pos...