Required expertise (must-have) - Senior AI Architect 10+ years in solution/enterprise architecture, with 3+ years architecting production AI/ML or GenAI systems. Demonstrable hands-on depth in RAG and LLM systems â vector databases, embeddings, retrieval quality, evaluation, prompt and model governance. Experience with agentic AI (tool use, orchestration, human-in-the-loop) and conversational/contact-center AI (ASR, agent assist). Working knowledge of Arabic NLP/ASR challenges and how to specify and measure Arabic quality. Enterprise integration experience with Oracle Fusion and/or Microsoft Dynamics, and API-first, real-time integration patterns. Cloud and MLOps architecture (containers, GPU inference, CI/CD, observability, DR) with in-Kingdom/sovereign deployment awareness. Solid grasp of security architecture and Saudi compliance â NCA ECC and PDPL, IAM/RBAC, encryption, data classification. Prior experience reviewing or authoring competitive technical proposals for government/enterprise tenders.
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