Data Scientist
Core
Develop and deploy LLM-based models, RAG pipelines, and predictive analytics to drive business growth and optimize operational efficiency for AIA's digital solutions.
Role type
Senior IC data scientist (LLM & predictive modeling)
Builds
Production ML models, RAG pipelines, and automated prompt evaluation frameworks
Domain
Insurance / Generative AI & Machine Learning
Deliverable
production ML models
Required skills
LLM prompt engineering, RAG pipeline implementation, vector database management, predictive modeling, statistical modeling, SQL, Python, machine learning algorithms, model management
Preferred skills
Big Data platforms, deep learning, unstructured data processing
Technologies
GPT, Gemini, Claude, DeepSeek, Mistral, vector databases, embedding models
Responsibilities
Define and execute data science approaches for short-term and long-term business needs; Develop, test, and deploy models, simulations, and optimization solutions; Act as an analytics consultant to business stakeholders; Coach and guide team members in delivering creative analytics solutions; Research and apply advanced machine learning techniques; Drive the collection and refinement of data sources.
Seniority
Senior, hands-on IC