Researcher Hong Kong Sar Hong Kong Island Hong Kong

Job description

Provides expertise to product or business groups and may create long-term business opportunities through research outcomes, but not responsible for addressing immediate product needs or demonstrating a clear path to product. Collaborates with product and business groups to provide expertise and technology, participates in technology transfer, files patents, authors white papers, and develops tools/services for internal use. May publish research. Bridges the gap between researchers and development teams, bringing new technology and approaches into production to solve immediate product needs. Gains expertise in specific research subareas and broad research fields, applies advanced concepts to product needs, and consults with engineers and product teams. Researches tools and methods to improve product quality, performance, or efficiency. Reviews and prepares data for analysis, ensuring quality and technical constraints are met. Develops usable datasets for modeling, adapts cleaned data for machine learning, and designs ETL pipelines. Collaborates to apply state-of-the-art algorithms to business problems and uses statistical tools to evaluate machine learning models. Supports the application and deployment of machine learning algorithms, seeks information to improve models, and helps create, apply, and verify models through iterations. Assists with experiments and sets up monitoring to track production models. Documents work in progress, experimentation results, and plans to ensure processes are captured, participates in creating informal documentation, shares findings to promote innovation, and follows ethics and privacy policies when executing research processes or collecting data. Master's Degree in relevant field AND 1+ year(s) related research experience OR Bachelor's Degree in relevant field AND 2+ years related research experience OR equivalent experience. Doctorate in relevant field OR equivalent experience Experience in publishing academic papers as a lead author or essential contributor. Experience in participating in a top conference in relevant research domain.