Microsoft is a leading technology company seeking a Principal Applied Scientist to join their Bing multimedia relevance team. The role focuses on developing advanced search technology for multimedia content, leveraging machine learning, deep learning, and natural language processing to enhance user experience.
Responsibilities:
- Analyze problems through all data available to you including large scale crawled data and user engagement data etc
- Define problems and metrics to address various problems including relevance, authority, attractiveness, diversity, and freshness etc
- Design and train ML system and model architecture
- Collect data for training
- Define engineer life cycle and drive project forwards through iterative ranker releases
- Understanding search stack and platform in order to deploy models to production
- Collaborate with other data & applied scientists as well as distributed system engineer and program manager
- Proactively seeks mentorship from others