Roles and Responsibilities:
• Engage business leaders to discuss the business benefits that ML and AI can provide. Evangelize ML and AI throughout AIA and in the market
• Identify opportunities to leverage ML and AI technology with Group and Business Units key stakeholders
• Create and manage use cases to apply ML and AI concepts
• Develop AI and ML models and algorithms to solve business problems
• Work with AI/ML/NLP vendors, where appropriate, to transfer knowledge and expertise of the solutions developed by the vendors back to AIA
• Document best practices and solution frameworks. Replicate and scale solutions to markets with common/similar business needs
• Identify and build strategic alliance with influencing and respected partners within the ML & AI community to enrich the internal understanding of this emerging technology
Job Requirements:
• Advanced degree in Statistics, Economics, Analytics, Mathematics, Computer Science, Information Technology or related field
• Solid 3 - 5 year’s professional experience building predictive and descriptive models
• Knowledge, experience, and expertise in diverse statistical and data mining techniques
• AI related project experience is required. Tensorflow (or Pytorch) is preferred
• NLP is required, especially in Large language model
• Able to finetune open-source large language model like ChatGLM, Llama
• Deep understanding in Transformer, Bert
• Extensive experience working with large datasets - structured and unstructured
• Ability to program and review code in Python is highly desirable
• Bilingual in Chinese and English (high fluency)
• Insurance business experience and finance experience is added advantage.
• Excellent communication skill and ability to work collaboratively in a dynamic environment