Asset Management - NLP/LLM Data Scientist - Associate
On-site · Hong Kong Island, Hong Kong
Job Summary
Associate Data Scientist for NLP/LLM in Asset Management responsible for applying NLP/ML techniques, especially LLMs, to reengineer investment workflows; design and build agentic LLM-based systems with multi-step orchestration and tool use; curate and document datasets with data governance; monitor and improve model performance; deploy models in production; collaborate with stakeholders and technology teams; present modeling results to business and technical audiences; stay current with LLM/ML research and leverage emerging techniques; CFA designation or pursuit is preferred.
Required Qualifications
- Advanced degree (MS or PhD) in a quantitative or technical discipline or significant practical experience in industry
- Minimum of 3 years of experience applying NLP, LLM and ML techniques to solve high-impact business problems (e.g., semantic search, information extraction, question answering, workflow automation)
- Experience designing and building RAG, MCP tools and LLM agent systems (e.g., tool-enabled reasoning, multi-step workflows, retrieval and planning)
- Proven experience deploying and operating AI/LLM models in production
- Advanced Python programming skills with production-quality coding; familiarity with the latest developments in LLM
- Strong knowledge of language models, prompt engineering, model finetuning, and domain adaptation
- Ability to communicate complex concepts and results to both technical and business audiences
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