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You will be a hands-on senior individual contributor, technical lead, and software architect who turns Python research implementations into scalable, production-grade systems.</p>\n<p>Responsibilities:</p>\n<ul>\n<li>Architecting and implementing scalable runtime components for real-time inference, near-real-time reasoning, large offline simulations, cloud services, on-premises deployments, and embedded or edge environments.</li>\n<li>Evaluating and driving decisions for concurrency, parallel execution, memory management, inter-process communication, and distributed processing.</li>\n<li>Working directly with researchers on mathematical representations, activation dynamics, mapping, retrieval, learning mechanisms, and causal structures within clearly defined system components.</li>\n<li>Establishing behavioral-equivalence, determinism, reproducibility, regression, simulation, performance, and reliability testing between research and production implementations.</li>\n<li>Profiling CPU, memory, latency, throughput, and scaling behavior; 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