based systems, from upstream training and reinforcement learning through fine-tuning, alignment, and deployment of globally scaled products Design and implement LLM evaluation and benchmarking frameworks to assess model quality, safety, bias, latency, and cost-efficiency Architect production inference infrastructure, including model optimisation, quantisation, and efficient serving strategies Drive model … powered products at scale Practical expertise in LLM fine-tuning, alignment, and customisation, including RLHF, LoRA, QLoRA, prompt optimisation, and LLM evaluation and benchmarking Strong software engineering proficiency in Python, Swift, and Java Experience building and operating enterprise-grade ML pipelines in cloud or on-prem environments Будет плюсом ...