Sr. Applied Scientist, Prime Video - Personalization and Discovery Science, Prime Video - Personalization and Discovery Science
Core
Building and guiding machine learning models from the ground up to power recommendation and personalization experiences for Prime Video customers.
Role type
Senior Applied Scientist (Personalization & Discovery)
Builds
Foundation models for content understanding and customer behavior prediction for Prime Video
Domain
Streaming entertainment, Recommendation systems, Deep learning
Deliverable
production ML models
Required skills
Deep learning, Multimodal learning, Time series analysis, Machine learning model development, A/B experimentation, Research publication
Preferred skills
Large scale distributed systems, Modeling tools (TensorFlow, PyTorch, Spark)
Technologies
Java, C++, Python, TensorFlow, PyTorch, Spark, Hadoop, MxNet
Responsibilities
Develop foundation models for content understanding using deep learning and multimodal techniques; Build time sequence foundation models to predict customer behavior; Design and conduct offline and online (A/B) experiments; Publish research findings in top conferences and journals
Seniority
Senior, hands-on IC with research leadership