Design modern knowledge access architectures for LLM systems, including retrieval strategies, semantic indexing, and structured interfaces to enterprise data sources. * Contribute to system architecture decisions including agent orchestration, reasoning workflows, knowledge access strategies, and model integration patterns. * Experience designing agentic architectures, including orchestration, tool usage, planning workflows, and system-level reasoning patterns. It runs applied research (ML and agentic/LLM systems, planning, simulation and evaluation), rapid prototyping and production engineering (APIs, CI/CD, observability, data platforms and cost/latency optimisation), and rigorous evaluation and safety work (benchmarks, red-teaming, monitoring, governance and compliance). * Design and implement scalable, production-grade Python services that leverage LLMs and Agentic architectures.
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