Senior Applied Scientist, Prime Video (Personalization)

Prime Video & Amazon MGM Studios; New York (NY); Sur place; USD 184 000 - 249 000; Plein temps

Avantages offerts par ce poste

Health insurance

RSUs

Paid time off

Parental leave

Résumé du poste

Prime Video & Amazon MGM Studios is seeking an Applied Scientist to develop foundation models for content understanding using state-of-the-art deep learning and multimodal techniques. You will build time-sequence models and collaborate with engineers and product managers to deploy end-to-end solutions.

The role emphasizes research leadership, offline/online experiments, and publishing results. You will contribute to Prime Video experiences and stay current with modeling advances.

Qualifications

• 3+ years of building machine learning models for business applications.
• PhD, or Master's degree and 6+ years of applied research experience.
• Experience programming in Java, C++, Python or related language.

Responsabilités

• Develop foundation models for content understanding using state-of-the-art deep learning and multimodal learning techniques to analyze video, audio, and text.
• Build time sequence foundation models to understand and predict customer behavior patterns and viewing trajectories.
• Work closely with engineers and product managers to design, implement and launch solutions end-to-end across various Prime Video experiences.
• Design and conduct offline and online (A/B) experiments to evaluate proposed solutions based on in-depth data analyses.
• Effectively communicate technical and non-technical ideas with teammates and stakeholders.
• Stay up-to-date with advancements and the latest modeling techniques in foundation models, multimodal learning, and time series analysis.
• Publish your research findings in top conferences and journals.

Connaissances

Java

C++

Python

Deep learning

Formation

PhD or Master's with 6+ years of applied research

Outils

R

scikit-learn

Spark MLLib

MxNet

TensorFlow

Description du poste

Prime Video & Amazon MGM Studios is seeking an Applied Scientist to develop foundation models for content understanding using state-of-the-art deep learning and multimodal techniques. You will build time-sequence models and collaborate with engineers and product managers to deploy end-to-end solutions.

The role emphasizes research leadership, offline/online experiments, and publishing results. You will contribute to Prime Video experiences and stay current with modeling advances.