Lead Machine Learning Engineer - LLMs - Ramboll Tech
London, United Kingdom
Hybrid / WFH Options
Hybrid / WFH Options
Ramboll Group A/S
WILL DO Technological Leadership: Define architectural patterns for scalable LLM pipelines, ensuring versioning, monitoring, and adherence to best practices. Drive integration of external knowledge bases and retrieval systems to augment LLM capabilities. Research and Development: Develop RAG architectures, organize complex domain-specific data (e.g., vector databases, knowledge graphs), and implement knowledge extraction. Benchmark and tune state-of-the-art LLMs for performance and cost efficiency. Incorporate trends like instruction tuning, RLHF, or LoRA fine-tuning. Embed domain-specific ontologies into NLP workflows. Evaluation and Optimization: Analyze models for quality, latency, sustainability, and cost More ❯
Employment Type: Permanent
Salary: GBP Annual
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